import pandas as pd
import numpy as np
import datetime as dt
Goals:
What are differences and similarities for the time between large earthquakes in ETAS/USGS
If there is a longer amount of time between large earthquakes, will it result in a more devastating one?
Can we use timeseries to predict the time until the next large earthquake in a manner that will follow ETAS/USGS?
Question: what location grids should we group by?
csv_file = "Formatted_ETAS_Output.csv"
etas = pd.read_csv(csv_file, sep = ',', lineterminator='\n')
csv_file = "All (1960-2023).csv"
usgs = pd.read_csv(csv_file, sep = ',', lineterminator='\n', dtype={'time':str})
C:\Users\deyan\AppData\Local\Temp\ipykernel_19696\4157295938.py:4: DtypeWarning: Columns (1,2,3,4,6,7,8,9,15,16,17,18) have mixed types. Specify dtype option on import or set low_memory=False.
usgs = pd.read_csv(csv_file, sep = ',', lineterminator='\n', dtype={'time':str})
etas["Date"] = pd.to_datetime(etas["Date"], errors="coerce", format="%m/%d/%y")
etas.loc[etas["Date"].dt.year > pd.Timestamp.now().year, "Date"] -= pd.DateOffset(years=100)
# Converting the date column into datetime format
usgs["Date"] = pd.to_datetime(usgs["time"], errors="coerce").dt.strftime("%Y-%m-%d")
usgs.drop(columns=["time"], inplace=True)
etas = etas[(etas['Date'] > pd.to_datetime('1960-01-01')) & (etas['Date'] < pd.to_datetime('2023-01-01'))]
#filter the dataset by X > -123 and X < -113 and Y > 29 and Y < 39
etas = etas[etas['X'] > -123]
etas = etas[etas['X'] < -113]
etas = etas[etas['Y'] < 39]
etas = etas[etas['Y'] > 29]
etas.head()
| Date | Time | Year | X | Y | Magnitude | Z\r | |
|---|---|---|---|---|---|---|---|
| 1 | 1960-01-02 | 0:08:49.00 | 1960.006125 | -115.6222 | 33.0793 | 4.25 | 7.9322 |
| 2 | 1960-01-02 | 0:10:31.00 | 1960.007305 | -115.6323 | 33.1220 | 3.03 | 8.4015 |
| 3 | 1960-01-02 | 0:10:32.00 | 1960.007320 | -115.5851 | 33.0745 | 3.03 | 7.9678 |
| 4 | 1960-01-02 | 0:11:07.00 | 1960.007720 | -115.6256 | 33.0290 | 3.08 | 7.9737 |
| 5 | 1960-01-02 | 0:11:17.00 | 1960.007840 | -115.6050 | 33.0276 | 3.61 | 7.9322 |
usgs = usgs[(pd.to_datetime(usgs['Date']) > pd.to_datetime('1960-01-01')) & (pd.to_datetime(usgs['Date']) < pd.to_datetime('2023-01-01'))]
usgs['longitude'] = pd.to_numeric(usgs['longitude'], errors='coerce')
usgs['latitude'] = pd.to_numeric(usgs['latitude'], errors='coerce')
usgs['mag'] = pd.to_numeric(usgs['mag'], errors='coerce')
#filter the dataset by X > -123 and X < -113 and Y > 29 and Y < 39
usgs = usgs[usgs['longitude'] > -123]
usgs = usgs[usgs['longitude'] < -113]
usgs = usgs[usgs['latitude'] < 39]
usgs = usgs[usgs['latitude'] > 29]
usgs.head()
| latitude | longitude | depth | mag | magType | nst | gap | dmin | rms | net | ... | Unnamed: 992 | Unnamed: 993 | Unnamed: 994 | Unnamed: 995 | Unnamed: 996 | Unnamed: 997 | Unnamed: 998 | Unnamed: 999 | \r | Date | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 240 | 33.397500 | -116.393333 | 3.88 | 4.14 | mw | 132.0 | 16.0 | 0.07391 | 0.19 | ci | ... | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | \r | 2022-12-31 |
| 241 | 34.355667 | -116.921833 | 4.73 | 3.47 | mw | 121.0 | 25.0 | 0.07845 | 0.15 | ci | ... | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | \r | 2022-12-31 |
| 246 | 37.620167 | -122.025000 | 3.82 | 3.34 | mw | 141.0 | 16.0 | NaN | 0.16 | nc | ... | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | \r | 2022-12-22 |
| 262 | 37.918167 | -122.304000 | 5.48 | 3.57 | mw | 170.0 | 19.0 | 0.01598 | 0.15 | nc | ... | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | \r | 2022-12-17 |
| 263 | 36.604667 | -121.209333 | 8.88 | 3.28 | ml | 67.0 | 55.0 | 0.03812 | 0.09 | nc | ... | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | \r | 2022-12-13 |
5 rows × 1001 columns
#initial plot of latitude and longitude
import plotly.express as px
import plotly.graph_objects as go
fig = px.scatter(etas, x='X', y='Y', color='Magnitude', color_continuous_scale='viridis', title='Earthquake Locations ETAS (Magnitude)')
fig.update_layout(width=600, height=600)
fig.show()
fig = px.scatter(usgs, x='longitude', y='latitude', color='mag', color_continuous_scale='viridis', title='Earthquake Locations USGS')
fig.update_layout(width=600, height=600)
fig.show()
Intital plots show that USGS earthquakes are much more clustered compared to the ETAS
# ETAS energy in terms of location
const = (1/1.5)
etas['Energy'] = 10**(1.5*etas['Magnitude'])
etas['Energy'] = np.log(etas['Magnitude'])*const
fig = px.scatter(etas, x='X', y='Y', color='Energy', color_continuous_scale='viridis', title='Earthquake Locations ETAS (Energy)')
fig.update_layout(width=600, height=600)
fig.show()
Convert USGS earthquake magnitudes to energy and see how this relates to location
const = (1/1.5)
usgs['Energy'] = 10**(1.5*usgs['mag'])
usgs['Energy'] = np.log(usgs['mag'])*const
fig = px.scatter(usgs, x='longitude', y='latitude', color='Energy', color_continuous_scale='viridis', title='Earthquake Locations USGS (Energy)')
fig.update_layout(width=600, height=600)
fig.show()
#let us split etas and usgs by grids of 1 x 1 latitude and longitude
lat_grid_size = 1
lon_grid_size = 1
# large_earthquake = 6
# num_large_earthquakes = 2
def assign_grid_labels_usgs(row):
lon_label = int(row['longitude'] // lon_grid_size)
lat_label = int(row['latitude'] // lat_grid_size)
return f'Grid_{lon_label}_{lat_label}'
def assign_grid_labels_etas(row):
lon_label = int(row['X'] // lon_grid_size)
lat_label = int(row['Y'] // lat_grid_size)
return f'Grid_{lon_label}_{lat_label}'
etas['grid_label'] = etas.apply(assign_grid_labels_etas, axis=1)
grid_etas = {}
for label, group in etas.groupby('grid_label'):
grid_etas[label] = group
print(grid_etas)
print(len(grid_etas))
{'Grid_-114_29': Date Time Year X Y Magnitude \
242 1960-06-30 11:57:44.00 1960.498427 -113.8480 29.7933 3.03
298 1960-08-05 14:18:13.00 1960.595988 -113.6070 29.7940 3.02
319 1960-08-27 15:47:31.00 1960.658004 -113.8580 29.6810 3.07
352 1960-09-29 17:54:13.00 1960.745985 -113.8046 29.9182 3.40
400 1960-11-18 21:12:11.00 1960.883471 -113.9179 29.7511 3.09
... ... ... ... ... ... ...
30630 2020-09-22 17:29:50.00 2020.729062 -113.9880 29.9700 3.93
30644 2020-10-05 18:21:04.00 2020.764635 -113.8340 29.7727 3.60
30731 2020-12-07 22:28:39.00 2020.936574 -113.8640 29.7902 3.04
31622 2022-09-22 17:28:10.00 2022.727901 -113.8180 29.8472 3.42
31626 2022-09-26 17:43:39.00 2022.738657 -113.8580 29.6810 4.30
Z\r Energy grid_label
242 19.1361 0.739042 Grid_-114_29
298 20.0000 0.736838 Grid_-114_29
319 18.5191 0.747785 Grid_-114_29
352 14.1591 0.815850 Grid_-114_29
400 18.8459 0.752114 Grid_-114_29
... ... ... ...
30630 12.7824 0.912426 Grid_-114_29
30644 17.8635 0.853956 Grid_-114_29
30731 16.6741 0.741238 Grid_-114_29
31622 2.8294 0.819760 Grid_-114_29
31626 2.0594 0.972410 Grid_-114_29
[670 rows x 9 columns], 'Grid_-114_30': Date Time Year X Y Magnitude \
248 1960-07-02 12:06:33.00 1960.504549 -113.8850 30.5180 4.09
258 1960-07-12 12:47:01.00 1960.532651 -113.9830 30.3150 5.06
365 1960-10-13 18:51:08.00 1960.785520 -113.6440 30.5750 4.12
443 1960-12-23 23:29:25.00 1960.978766 -113.9660 30.1690 3.01
553 1961-03-27 5:41:54.00 1961.237432 -113.7657 30.0634 4.04
... ... ... ... ... ... ...
30813 2021-02-22 3:31:18.00 2021.146745 -113.6182 30.0752 3.07
30818 2021-02-27 3:51:19.00 2021.160642 -113.6942 30.1675 3.26
31708 2022-11-28 21:50:08.00 2022.909817 -113.7587 30.0098 4.07
31723 2022-12-08 22:30:51.00 2022.938095 -113.8560 30.1120 3.02
31736 2022-12-17 23:08:13.00 2022.964051 -113.7212 30.0817 4.18
Z\r Energy grid_label
248 19.7194 0.939030 Grid_-114_30
258 19.5559 1.080911 Grid_-114_30
365 13.6123 0.943902 Grid_-114_30
443 17.2467 0.734627 Grid_-114_30
553 18.2917 0.930830 Grid_-114_30
... ... ... ...
30813 9.4835 0.747785 Grid_-114_30
30818 9.5284 0.787818 Grid_-114_30
31708 0.0000 0.935762 Grid_-114_30
31723 3.9561 0.736838 Grid_-114_30
31736 5.2702 0.953541 Grid_-114_30
[451 rows x 9 columns], 'Grid_-114_31': Date Time Year X Y Magnitude \
1211 1962-08-21 15:20:46.00 1962.639428 -113.746 31.078 5.73
1543 1963-04-05 6:17:58.00 1963.262488 -113.254 31.688 3.53
1684 1963-07-28 13:47:03.00 1963.574351 -113.634 31.030 3.16
6575 1972-11-17 21:07:29.00 1972.880201 -114.000 31.500 3.06
8179 1976-02-19 3:19:18.00 1976.138405 -114.000 31.500 4.79
... ... ... ... ... ... ...
27748 2015-05-25 9:34:10.00 2015.398732 -114.000 31.000 3.19
29455 2018-06-07 10:25:10.00 2018.434147 -114.000 31.000 4.26
30018 2019-07-12 12:43:36.00 2019.530282 -113.254 31.688 4.08
30488 2020-05-29 9:52:37.00 2020.411547 -114.000 31.500 3.08
31539 2022-07-20 13:16:29.00 2022.553123 -113.769 31.230 3.62
Z\r Energy grid_label
1211 19.8455 1.163810 Grid_-114_31
1543 1.7068 0.840865 Grid_-114_31
1684 6.4981 0.767048 Grid_-114_31
6575 8.5064 0.745610 Grid_-114_31
8179 12.4821 1.044354 Grid_-114_31
... ... ... ...
27748 15.0005 0.773347 Grid_-114_31
29455 13.9172 0.966179 Grid_-114_31
30018 9.6297 0.937398 Grid_-114_31
30488 5.6213 0.749953 Grid_-114_31
31539 7.7786 0.857649 Grid_-114_31
[104 rows x 9 columns], 'Grid_-114_36': Date Time Year X Y Magnitude \
14826 1989-12-02 22:06:29.00 1989.921171 -113.498 36.6773 3.30
15625 1991-06-30 11:55:29.00 1991.496871 -113.498 36.6773 3.64
Z\r Energy grid_label
14826 8.7436 0.795948 Grid_-114_36
15625 4.9853 0.861322 Grid_-114_36 , 'Grid_-114_37': Date Time Year X Y Magnitude \
1439 1963-01-29 1:54:48.00 1963.079725 -113.2863 37.5733 3.22
1451 1963-02-06 2:28:12.00 1963.102917 -113.2863 37.5733 4.79
6094 1971-12-23 23:31:48.00 1971.980423 -113.9217 37.5122 3.47
6355 1972-06-23 11:32:14.00 1972.480728 -113.4972 37.0998 3.01
7458 1974-10-20 19:18:59.00 1974.804855 -113.4972 37.0998 3.36
8667 1977-01-27 1:48:43.00 1977.075504 -113.4972 37.0998 3.15
15466 1991-02-22 3:29:26.00 1991.145446 -113.9217 37.5122 3.98
20354 2000-09-22 17:29:58.00 2000.729146 -113.2863 37.5733 3.32
23150 2006-03-25 5:32:28.00 2006.230880 -113.9217 37.5122 3.29
24181 2008-03-06 4:22:50.00 2008.182534 -113.4972 37.0998 3.15
24809 2009-06-09 10:31:57.00 2009.438859 -113.4972 37.0998 3.28
24810 2009-06-10 10:37:09.00 2009.442469 -113.4915 37.1047 3.86
24811 2009-06-10 10:39:06.00 2009.443830 -113.4603 37.1517 3.18
24812 2009-06-11 10:41:40.00 2009.445611 -113.5150 37.1700 3.75
24813 2009-06-12 10:43:35.00 2009.446938 -113.5723 37.1157 3.03
24814 2009-06-12 10:44:18.00 2009.447435 -113.6011 37.1693 3.64
24815 2009-06-13 10:48:58.00 2009.450680 -113.5886 37.2065 3.72
24816 2009-06-14 10:53:00.00 2009.453476 -113.5469 37.1739 3.13
24817 2009-06-14 10:54:10.00 2009.454293 -113.5293 37.1555 3.28
24818 2009-06-16 10:59:43.00 2009.458140 -113.5012 37.2119 3.26
30184 2019-11-08 20:34:47.00 2019.857497 -113.4972 37.0998 3.09
Z\r Energy grid_label
1439 16.5907 0.779588 Grid_-114_37
1451 15.1065 1.044354 Grid_-114_37
6094 20.0000 0.829436 Grid_-114_37
6355 18.9578 0.734627 Grid_-114_37
7458 17.4742 0.807961 Grid_-114_37
8667 12.5502 0.764935 Grid_-114_37
15466 18.2998 0.920855 Grid_-114_37
20354 6.4502 0.799977 Grid_-114_37
23150 3.0546 0.793925 Grid_-114_37
24181 20.0000 0.764935 Grid_-114_37
24809 0.0000 0.791896 Grid_-114_37
24810 0.1909 0.900445 Grid_-114_37
24811 0.0000 0.771254 Grid_-114_37
24812 0.0000 0.881171 Grid_-114_37
24813 0.2798 0.739042 Grid_-114_37
24814 0.0000 0.861322 Grid_-114_37
24815 0.2358 0.875816 Grid_-114_37
24816 0.8775 0.760689 Grid_-114_37
24817 1.5463 0.791896 Grid_-114_37
24818 1.7942 0.787818 Grid_-114_37
30184 17.9393 0.752114 Grid_-114_37 , 'Grid_-115_29': Date Time Year X Y Magnitude \
284 1960-07-27 13:43:53.00 1960.572152 -114.5880 29.8090 4.20
576 1961-04-14 6:53:46.00 1961.287345 -114.0912 29.8671 3.17
657 1961-06-08 10:29:36.00 1961.437233 -114.3095 29.8985 3.63
751 1961-08-30 15:57:46.00 1961.665119 -114.0470 29.8610 4.05
894 1961-12-21 23:21:18.00 1961.973134 -114.0112 29.2308 3.62
... ... ... ... ... ... ...
31552 2022-07-30 13:55:45.00 2022.580384 -114.1301 29.6356 3.04
31610 2022-09-13 16:52:06.00 2022.702856 -114.1350 29.8680 3.12
31717 2022-12-03 22:10:03.00 2022.923651 -114.0930 29.8280 3.23
31724 2022-12-08 22:32:43.00 2022.939390 -114.0930 29.8280 3.75
31740 2022-12-20 23:16:43.00 2022.969944 -114.1301 29.6356 3.35
Z\r Energy grid_label
284 17.6859 0.956723 Grid_-115_29
576 20.0000 0.769154 Grid_-115_29
657 14.4271 0.859488 Grid_-115_29
751 13.5074 0.932478 Grid_-115_29
894 17.7710 0.857649 Grid_-115_29
... ... ... ...
31552 8.3953 0.741238 Grid_-115_29
31610 1.8960 0.758555 Grid_-115_29
31717 1.9203 0.781655 Grid_-115_29
31724 4.4272 0.881171 Grid_-115_29
31740 5.6034 0.805974 Grid_-115_29
[356 rows x 9 columns], 'Grid_-115_30': Date Time Year X Y Magnitude \
239 1960-06-28 11:49:00.00 1960.492363 -114.2873 30.5697 3.35
299 1960-08-05 14:20:04.00 1960.597280 -114.0950 30.9640 3.22
344 1960-09-20 17:19:42.00 1960.722025 -114.3089 30.3704 3.09
353 1960-09-30 17:58:23.00 1960.748885 -114.0110 30.2160 3.29
356 1960-10-04 18:15:41.00 1960.760892 -114.2783 30.2219 3.06
... ... ... ... ... ... ...
31538 2022-07-20 13:15:29.00 2022.552426 -114.4050 30.0490 3.61
31576 2022-08-17 15:04:56.00 2022.628434 -114.1610 30.0550 3.34
31714 2022-11-30 22:01:06.00 2022.917435 -114.5060 30.0310 3.71
31728 2022-12-11 22:43:14.00 2022.946699 -114.0310 30.3040 3.00
31749 2022-12-28 23:51:23.00 2022.994017 -114.1410 30.2890 3.24
Z\r Energy grid_label
239 16.2647 0.805974 Grid_-115_30
299 20.0000 0.779588 Grid_-115_30
344 17.8579 0.752114 Grid_-115_30
353 13.4034 0.793925 Grid_-115_30
356 13.0840 0.745610 Grid_-115_30
... ... ... ...
31538 7.2134 0.855805 Grid_-115_30
31576 3.5557 0.803981 Grid_-115_30
31714 1.1942 0.874021 Grid_-115_30
31728 5.3604 0.732408 Grid_-115_30
31749 8.5351 0.783716 Grid_-115_30
[606 rows x 9 columns], 'Grid_-115_31': Date Time Year X Y Magnitude \
245 1960-07-01 12:01:10.00 1960.500813 -114.4480 31.4830 3.53
252 1960-07-06 12:22:49.00 1960.515856 -114.4480 31.4830 3.33
281 1960-07-25 13:37:26.00 1960.567671 -114.6050 31.2150 3.61
399 1960-11-16 21:05:38.00 1960.878912 -114.4692 31.7875 3.05
775 1961-09-23 17:32:10.00 1961.730680 -114.3418 31.1845 3.17
... ... ... ... ... ... ...
30494 2020-06-01 10:03:40.00 2020.419214 -114.3925 31.1809 4.02
30520 2020-06-17 11:08:50.00 2020.464470 -114.9873 31.7150 3.67
30719 2020-11-29 21:57:54.00 2020.915209 -114.9670 31.1330 3.61
30776 2021-01-19 1:16:42.00 2021.053274 -114.6905 31.8165 3.79
31742 2022-12-23 23:29:39.00 2022.978929 -114.9770 31.9220 3.03
Z\r Energy grid_label
245 19.5939 0.840865 Grid_-115_31
252 19.0129 0.801982 Grid_-115_31
281 17.5472 0.855805 Grid_-115_31
399 19.0981 0.743428 Grid_-115_31
775 11.2365 0.769154 Grid_-115_31
... ... ... ...
30494 7.5353 0.927521 Grid_-115_31
30520 3.6314 0.866794 Grid_-115_31
30719 11.9025 0.855805 Grid_-115_31
30776 13.4997 0.888244 Grid_-115_31
31742 5.1723 0.739042 Grid_-115_31
[277 rows x 9 columns], 'Grid_-115_32': Date Time Year X Y Magnitude \
5862 1971-06-26 11:39:09.00 1971.485522 -114.7632 32.4565 4.02
6998 1973-10-28 19:48:08.00 1973.825101 -114.7632 32.4565 3.31
8163 1976-02-12 2:52:48.00 1976.120009 -114.5493 32.0373 4.16
9355 1978-06-25 11:37:36.00 1978.484452 -114.9480 32.0660 3.98
9559 1978-12-03 22:10:16.00 1978.923807 -114.8840 32.2780 3.00
... ... ... ... ... ... ...
27795 2015-06-19 11:13:40.00 2015.467827 -114.9858 32.1882 3.08
27796 2015-06-20 11:15:31.00 2015.469115 -114.9440 32.1897 3.07
27797 2015-06-20 11:16:37.00 2015.469873 -114.9584 32.2494 3.10
27799 2015-06-21 11:21:05.00 2015.472986 -114.9682 32.1676 3.13
27800 2015-06-22 11:25:23.00 2015.475965 -114.9793 32.2033 5.86
Z\r Energy grid_label
5862 15.3233 0.927521 Grid_-115_32
6998 5.8684 0.797965 Grid_-115_32
8163 12.2757 0.950343 Grid_-115_32
9355 11.0336 0.920855 Grid_-115_32
9559 17.8164 0.732408 Grid_-115_32
... ... ... ...
27795 16.2127 0.749953 Grid_-115_32
27796 16.3414 0.747785 Grid_-115_32
27797 16.8067 0.754268 Grid_-115_32
27799 16.8893 0.760689 Grid_-115_32
27800 17.3744 1.178766 Grid_-115_32
[149 rows x 9 columns], 'Grid_-115_35': Date Time Year X Y Magnitude \
6679 1973-02-11 2:48:59.00 1973.117351 -114.8613 35.9615 3.23
10232 1980-05-24 9:33:11.00 1980.398049 -114.8613 35.9615 3.52
13110 1986-05-16 8:56:53.00 1986.372836 -114.8613 35.9615 3.24
13992 1988-03-12 4:47:02.00 1988.199333 -114.8613 35.9615 3.21
Z\r Energy grid_label
6679 18.6339 0.781655 Grid_-115_35
10232 10.1476 0.838974 Grid_-115_35
13110 3.0501 0.783716 Grid_-115_35
13992 5.4046 0.777514 Grid_-115_35 , 'Grid_-115_36': Date Time Year X Y Magnitude \
1323 1962-10-31 20:00:17.00 1962.833542 -114.9082 36.9495 3.74
1642 1963-06-28 11:46:16.00 1963.490465 -114.6570 36.1348 3.37
7318 1974-06-24 11:32:03.00 1974.480597 -114.6570 36.1348 3.52
9435 1978-08-30 15:55:06.00 1978.663270 -114.6570 36.1348 3.71
12157 1984-03-18 5:08:14.00 1984.214060 -114.6570 36.1348 3.33
13215 1986-07-31 13:58:34.00 1986.582343 -114.9082 36.9495 3.32
17190 1994-08-09 14:35:00.00 1994.607649 -114.9082 36.9495 3.00
17784 1995-10-01 18:03:16.00 1995.752275 -114.3815 36.4828 3.76
17785 1995-10-01 18:03:48.00 1995.752641 -114.4017 36.4518 3.03
19919 1999-11-20 21:19:17.00 1999.888398 -114.6570 36.1348 3.06
20806 2001-08-27 15:44:24.00 2001.655844 -114.9082 36.9495 3.36
22806 2005-07-19 13:10:32.00 2005.548988 -114.9082 36.9495 4.27
24592 2008-12-28 23:49:40.00 2008.992828 -114.9082 36.9495 3.25
30434 2020-04-15 6:57:09.00 2020.289694 -114.3815 36.4828 3.07
Z\r Energy grid_label
1323 19.7602 0.879390 Grid_-115_36
1642 3.9727 0.809942 Grid_-115_36
7318 13.6504 0.838974 Grid_-115_36
9435 18.6711 0.874021 Grid_-115_36
12157 0.4656 0.801982 Grid_-115_36
13215 0.3382 0.799977 Grid_-115_36
17190 16.5329 0.732408 Grid_-115_36
17784 19.2628 0.882946 Grid_-115_36
17785 19.1943 0.739042 Grid_-115_36
19919 9.2747 0.745610 Grid_-115_36
20806 19.8145 0.807961 Grid_-115_36
22806 2.2308 0.967743 Grid_-115_36
24592 8.5289 0.785770 Grid_-115_36
30434 7.3193 0.747785 Grid_-115_36 , 'Grid_-115_37': Date Time Year X Y Magnitude \
369 1960-10-16 19:02:45.00 1960.793587 -114.6546 37.2925 3.06
460 1961-01-07 0:31:00.00 1961.021533 -114.4556 37.3283 3.73
615 1961-05-09 8:31:29.00 1961.355207 -114.1910 37.4380 3.29
1212 1962-08-22 15:26:30.00 1962.643410 -114.1113 37.3240 3.47
1213 1962-08-23 15:28:01.00 1962.644464 -114.1649 37.3032 4.34
... ... ... ... ... ... ...
30207 2019-11-25 21:38:18.00 2019.901609 -114.8400 37.2798 3.23
30212 2019-11-30 21:58:45.00 2019.915806 -114.8400 37.2798 3.50
30445 2020-04-24 7:36:14.00 2020.316839 -114.6723 37.2291 3.04
30593 2020-08-18 15:10:08.00 2020.632043 -114.3137 37.7874 3.05
31554 2022-08-01 14:01:03.00 2022.584063 -114.6723 37.2291 3.06
Z\r Energy grid_label
369 14.2245 0.745610 Grid_-115_37
460 19.4800 0.877605 Grid_-115_37
615 12.5166 0.793925 Grid_-115_37
1212 20.0000 0.829436 Grid_-115_37
1213 20.0000 0.978583 Grid_-115_37
... ... ... ...
30207 14.8846 0.781655 Grid_-115_37
30212 17.1558 0.835175 Grid_-115_37
30445 7.7806 0.741238 Grid_-115_37
30593 6.7294 0.743428 Grid_-115_37
31554 8.4443 0.745610 Grid_-115_37
[95 rows x 9 columns], 'Grid_-115_38': Date Time Year X Y Magnitude \
7614 1975-02-25 3:42:33.00 1975.154552 -114.4120 38.0440 3.28
8263 1976-04-28 7:50:09.00 1976.326501 -114.4120 38.0440 5.41
9488 1978-10-16 19:03:50.00 1978.794330 -114.3105 38.1628 3.28
9608 1979-01-09 0:38:07.00 1979.026481 -114.6130 38.8640 3.51
9889 1979-08-24 15:33:31.00 1979.648285 -114.3105 38.1628 3.14
11951 1983-10-02 18:05:34.00 1983.753876 -114.3105 38.1628 3.01
12065 1984-01-01 0:05:06.00 1984.003552 -114.6130 38.8640 3.13
22193 2004-04-10 6:40:59.00 2004.278469 -114.4120 38.0440 3.92
22560 2004-12-31 0:01:27.00 2005.001018 -114.3105 38.1628 3.56
24742 2009-04-11 6:39:47.00 2009.277629 -114.4120 38.0440 3.93
24743 2009-04-11 6:40:18.00 2009.277988 -114.4655 38.0778 3.91
24744 2009-04-11 6:41:20.00 2009.278714 -114.4260 38.1318 3.15
24745 2009-04-12 6:43:46.00 2009.280405 -114.4244 38.1800 3.04
30482 2020-05-23 9:28:12.00 2020.394593 -114.4120 38.0440 3.19
Z\r Energy grid_label
7614 15.0278 0.791896 Grid_-115_38
8263 0.6104 1.125499 Grid_-115_38
9488 20.0000 0.791896 Grid_-115_38
9608 16.0700 0.837077 Grid_-115_38
9889 15.7436 0.762815 Grid_-115_38
11951 3.3523 0.734627 Grid_-115_38
12065 12.3467 0.760689 Grid_-115_38
22193 9.1885 0.910728 Grid_-115_38
22560 3.9770 0.846507 Grid_-115_38
24742 2.1094 0.912426 Grid_-115_38
24743 2.2271 0.909025 Grid_-115_38
24744 2.2338 0.764935 Grid_-115_38
24745 2.1505 0.741238 Grid_-115_38
30482 9.3411 0.773347 Grid_-115_38 , 'Grid_-116_29': Date Time Year X Y Magnitude \
12460 1984-12-16 23:01:45.00 1984.959551 -115.6298 29.8388 3.60
13550 1987-05-13 8:46:57.00 1987.365939 -115.6298 29.8388 4.17
13551 1987-05-14 8:49:37.00 1987.367798 -115.5699 29.8201 4.69
13552 1987-05-14 8:49:57.00 1987.368027 -115.5380 29.7639 3.50
13553 1987-05-14 8:50:01.00 1987.368070 -115.5024 29.7179 3.55
... ... ... ... ... ... ...
16421 1993-02-23 3:36:37.00 1993.150439 -115.6241 29.7811 4.12
16422 1993-02-24 3:37:38.00 1993.151140 -115.6757 29.8105 4.02
16423 1993-02-24 3:38:23.00 1993.151658 -115.6672 29.8649 3.52
16424 1993-02-24 3:38:24.00 1993.151676 -115.6776 29.8969 3.47
19720 1999-06-02 10:05:03.00 1999.420182 -115.6298 29.8388 3.13
Z\r Energy grid_label
12460 4.2516 0.853956 Grid_-116_29
13550 2.8296 0.951944 Grid_-116_29
13551 3.0402 1.030288 Grid_-116_29
13552 2.1769 0.835175 Grid_-116_29
13553 2.2375 0.844632 Grid_-116_29
... ... ... ...
16421 3.3676 0.943902 Grid_-116_29
16422 2.4965 0.927521 Grid_-116_29
16423 2.6771 0.838974 Grid_-116_29
16424 2.5334 0.829436 Grid_-116_29
19720 3.2523 0.760689 Grid_-116_29
[102 rows x 9 columns], 'Grid_-116_30': Date Time Year X Y Magnitude \
544 1961-03-19 5:08:42.00 1961.214383 -115.6070 30.7643 3.39
667 1961-06-18 11:08:38.00 1961.464339 -115.4830 30.4220 3.78
6944 1973-09-13 16:53:10.00 1973.703590 -115.4830 30.4220 3.05
7651 1975-03-25 5:35:13.00 1975.232790 -115.3530 30.7450 3.31
7652 1975-03-26 5:38:20.00 1975.234962 -115.3741 30.7807 3.31
... ... ... ... ... ... ...
28895 2017-05-01 7:58:53.00 2017.332565 -115.4017 30.8090 3.89
28896 2017-05-05 8:16:03.00 2017.344484 -115.4200 30.8188 3.31
28897 2017-05-06 8:18:59.00 2017.346527 -115.4385 30.8140 3.32
29833 2019-03-26 5:37:29.00 2019.234373 -115.6140 30.2500 3.16
30515 2020-06-14 10:55:29.00 2020.455205 -115.5350 30.2980 3.04
Z\r Energy grid_label
544 17.2201 0.813887 Grid_-116_30
667 13.8077 0.886483 Grid_-116_30
6944 5.9165 0.743428 Grid_-116_30
7651 13.9935 0.797965 Grid_-116_30
7652 13.8305 0.797965 Grid_-116_30
... ... ... ...
28895 17.6335 0.905606 Grid_-116_30
28896 17.6300 0.797965 Grid_-116_30
28897 13.2712 0.799977 Grid_-116_30
29833 13.5334 0.767048 Grid_-116_30
30515 4.0867 0.741238 Grid_-116_30
[81 rows x 9 columns], 'Grid_-116_31': Date Time Year X Y Magnitude \
289 1960-07-28 13:49:05.00 1960.575757 -115.0242 31.9023 3.10
294 1960-07-31 14:00:34.00 1960.583733 -115.6963 31.7452 3.15
322 1960-09-01 16:05:14.00 1960.670312 -115.7830 31.9230 3.07
325 1960-09-03 16:12:04.00 1960.675054 -115.0127 31.8315 4.81
378 1960-10-25 19:36:35.00 1960.817078 -115.6662 31.2697 3.69
... ... ... ... ... ... ...
31589 2022-08-27 15:44:08.00 2022.655655 -115.7552 31.4138 3.63
31620 2022-09-22 17:26:51.00 2022.726985 -115.6670 31.2350 3.56
31623 2022-09-23 17:32:02.00 2022.730584 -115.8100 31.7630 4.05
31732 2022-12-15 23:00:18.00 2022.958546 -115.6300 31.2850 3.53
31743 2022-12-24 23:34:10.00 2022.982071 -115.7750 31.8220 3.05
Z\r Energy grid_label
289 18.3444 0.754268 Grid_-116_31
294 19.0157 0.764935 Grid_-116_31
322 19.7686 0.747785 Grid_-116_31
325 19.7268 1.047131 Grid_-116_31
378 13.5331 0.870418 Grid_-116_31
... ... ... ...
31589 3.6240 0.859488 Grid_-116_31
31620 3.5388 0.846507 Grid_-116_31
31623 2.8403 0.932478 Grid_-116_31
31732 5.4385 0.840865 Grid_-116_31
31743 6.4473 0.743428 Grid_-116_31
[783 rows x 9 columns], 'Grid_-116_32': Date Time Year X Y Magnitude \
6 1960-01-02 0:11:24.00 1960.007924 -115.5757 32.9984 3.33
11 1960-01-03 0:15:00.00 1960.010425 -115.6458 32.9994 3.50
12 1960-01-04 0:16:00.00 1960.011119 -115.6709 32.9659 4.24
14 1960-01-04 0:18:36.00 1960.012923 -115.7143 32.9740 3.54
15 1960-01-04 0:18:47.00 1960.013053 -115.6745 32.9474 3.12
... ... ... ... ... ... ...
31744 2022-12-25 23:37:34.00 2022.984428 -115.8350 32.9910 3.89
31746 2022-12-26 23:43:19.00 2022.988423 -115.0715 32.2152 3.47
31751 2022-12-29 23:52:49.00 2022.995018 -115.5915 32.9208 3.00
31752 2022-12-31 0:00:31.00 2023.000361 -115.6329 32.9102 3.13
31753 2022-12-31 0:02:36.00 2023.001815 -115.6517 32.9682 3.82
Z\r Energy grid_label
6 7.9606 0.801982 Grid_-116_32
11 7.8105 0.835175 Grid_-116_32
12 7.6460 0.963042 Grid_-116_32
14 7.4251 0.842751 Grid_-116_32
15 7.4107 0.758555 Grid_-116_32
... ... ... ...
31744 6.9856 0.905606 Grid_-116_32
31746 7.1755 0.829436 Grid_-116_32
31751 9.2737 0.732408 Grid_-116_32
31752 9.3678 0.760689 Grid_-116_32
31753 9.7890 0.893500 Grid_-116_32
[2322 rows x 9 columns], 'Grid_-116_33': Date Time Year X Y Magnitude \
1 1960-01-02 0:08:49.00 1960.006125 -115.6222 33.0793 4.25
2 1960-01-02 0:10:31.00 1960.007305 -115.6323 33.1220 3.03
3 1960-01-02 0:10:32.00 1960.007320 -115.5851 33.0745 3.03
4 1960-01-02 0:11:07.00 1960.007720 -115.6256 33.0290 3.08
5 1960-01-02 0:11:17.00 1960.007840 -115.6050 33.0276 3.61
... ... ... ... ... ... ...
31548 2022-07-27 13:41:22.00 2022.570399 -115.6085 33.1852 3.43
31580 2022-08-20 15:17:31.00 2022.637175 -115.7817 33.8875 3.09
31601 2022-09-06 16:25:03.00 2022.684068 -115.5983 33.0713 3.53
31631 2022-10-01 18:02:51.00 2022.751990 -115.7165 33.2302 3.05
31729 2022-12-12 22:48:17.00 2022.950205 -115.6348 33.1400 3.65
Z\r Energy grid_label
1 7.9322 0.964613 Grid_-116_33
2 8.4015 0.739042 Grid_-116_33
3 7.9678 0.739042 Grid_-116_33
4 7.9737 0.749953 Grid_-116_33
5 7.9322 0.855805 Grid_-116_33
... ... ... ...
31548 9.1023 0.821707 Grid_-116_33
31580 4.4978 0.752114 Grid_-116_33
31601 0.0000 0.840865 Grid_-116_33
31631 1.7416 0.743428 Grid_-116_33
31729 6.2025 0.863151 Grid_-116_33
[1182 rows x 9 columns], 'Grid_-116_34': Date Time Year X Y Magnitude \
2246 1964-07-14 12:53:09.00 1964.536913 -115.7215 34.0222 4.69
2249 1964-07-16 13:00:08.00 1964.541764 -115.6940 34.0193 3.10
5711 1971-03-13 4:46:53.00 1971.199229 -115.9892 34.4077 3.07
5713 1971-03-14 4:48:36.00 1971.200420 -115.9974 34.3334 3.89
5714 1971-03-14 4:50:42.00 1971.201875 -115.9544 34.2913 3.35
... ... ... ... ... ... ...
5783 1971-05-02 8:01:49.00 1971.334595 -115.9044 34.5625 3.29
5784 1971-05-02 8:04:43.00 1971.336617 -115.9129 34.5423 3.69
5785 1971-05-04 8:09:36.00 1971.340002 -115.8905 34.5035 3.41
5786 1971-05-04 8:11:09.00 1971.341083 -115.9222 34.4472 3.46
5787 1971-05-05 8:13:12.00 1971.342500 -115.9350 34.4580 3.20
Z\r Energy grid_label
2246 2.2910 1.030288 Grid_-116_34
2249 2.0721 0.754268 Grid_-116_34
5711 11.9760 0.747785 Grid_-116_34
5713 12.4817 0.905606 Grid_-116_34
5714 12.2984 0.805974 Grid_-116_34
... ... ... ...
5783 18.2371 0.793925 Grid_-116_34
5784 18.5708 0.870418 Grid_-116_34
5785 18.2971 0.817808 Grid_-116_34
5786 17.8136 0.827512 Grid_-116_34
5787 17.4363 0.775434 Grid_-116_34
[77 rows x 9 columns], 'Grid_-116_35': Date Time Year X Y Magnitude \
899 1961-12-26 23:41:15.00 1961.986982 -115.7758 35.8945 3.41
900 1961-12-26 23:42:36.00 1961.987928 -115.7576 35.8792 3.33
901 1961-12-26 23:43:04.00 1961.988247 -115.7562 35.9207 3.96
902 1961-12-27 23:44:51.00 1961.989482 -115.7321 35.9536 3.04
903 1961-12-27 23:47:20.00 1961.991206 -115.7844 35.9436 3.17
904 1961-12-28 23:48:37.00 1961.992097 -115.8000 35.9769 3.27
906 1961-12-30 23:56:50.00 1961.997801 -115.6992 35.9563 3.02
907 1961-12-31 0:01:09.00 1962.000806 -115.6683 35.9045 3.16
908 1962-01-01 0:04:27.00 1962.003098 -115.7223 35.9241 3.52
909 1962-01-02 0:09:29.00 1962.006590 -115.6798 35.9482 3.40
910 1962-01-02 0:11:24.00 1962.007926 -115.6858 35.9926 3.59
911 1962-01-04 0:17:38.00 1962.012256 -115.6760 35.9535 3.33
13276 1986-09-27 17:47:03.00 1986.741013 -115.7758 35.8945 3.00
19429 1998-10-31 20:02:47.00 1998.835268 -115.7758 35.8945 3.02
Z\r Energy grid_label
899 19.4366 0.817808 Grid_-116_35
900 18.8639 0.801982 Grid_-116_35
901 18.8767 0.917496 Grid_-116_35
902 18.8550 0.741238 Grid_-116_35
903 18.6092 0.769154 Grid_-116_35
904 18.2682 0.789860 Grid_-116_35
906 18.4236 0.736838 Grid_-116_35
907 19.0501 0.767048 Grid_-116_35
908 19.2825 0.838974 Grid_-116_35
909 18.5530 0.815850 Grid_-116_35
910 17.4549 0.852101 Grid_-116_35
911 17.8512 0.801982 Grid_-116_35
13276 8.5534 0.732408 Grid_-116_35
19429 2.9931 0.736838 Grid_-116_35 , 'Grid_-116_36': Date Time Year X Y Magnitude \
905 1961-12-28 23:51:32.00 1961.994122 -115.7447 36.0152 3.24
1379 1962-12-09 22:36:21.00 1962.941918 -115.8770 36.8200 3.05
5793 1971-05-09 8:30:04.00 1971.354218 -115.9400 36.8410 4.94
6334 1972-06-06 10:22:23.00 1972.432211 -115.7258 36.9487 3.22
6591 1972-12-02 22:07:45.00 1972.922057 -115.8820 36.8050 3.27
6732 1973-03-28 5:45:17.00 1973.239788 -115.8820 36.8050 3.62
7319 1974-06-25 11:34:28.00 1974.482278 -115.8700 36.8180 3.24
7408 1974-09-11 16:45:04.00 1974.697967 -115.8810 36.8170 4.26
7412 1974-09-14 16:56:04.00 1974.705609 -115.8810 36.8170 3.16
7529 1974-12-17 23:05:09.00 1974.961913 -115.7258 36.9487 3.00
7605 1975-02-19 3:17:46.00 1975.137347 -115.9400 36.8410 3.20
9543 1978-11-20 21:20:23.00 1978.889167 -115.7258 36.9487 3.22
9657 1979-02-18 3:14:05.00 1979.134785 -115.9890 36.8160 3.18
9663 1979-02-25 3:42:37.00 1979.154605 -115.9743 36.7711 3.79
9664 1979-02-25 3:44:24.00 1979.155835 -115.9876 36.7827 3.00
11595 1983-01-01 0:06:41.00 1983.004648 -115.9092 36.7304 3.23
12467 1984-12-22 23:28:00.00 1984.977780 -115.8810 36.8170 4.34
13505 1987-04-11 6:38:52.00 1987.276999 -115.8820 36.8050 3.73
13535 1987-05-03 8:07:31.00 1987.338563 -115.8820 36.8050 4.02
13739 1987-09-08 16:32:24.00 1987.689171 -115.9092 36.7304 3.21
14476 1989-04-06 6:22:00.00 1989.265283 -115.9590 36.8170 3.11
14853 1989-12-24 23:36:07.00 1989.983424 -115.9400 36.8410 3.49
15174 1990-08-25 15:37:21.00 1990.650944 -115.8770 36.8200 3.09
15498 1991-03-16 4:59:36.00 1991.208059 -115.8820 36.8050 3.50
16099 1992-07-02 12:05:16.00 1992.503667 -115.8770 36.8200 3.24
16697 1993-09-01 16:05:02.00 1993.670170 -115.8820 36.8050 3.12
16914 1994-02-07 2:30:21.00 1994.104418 -115.0009 36.9522 4.05
17093 1994-06-12 10:43:44.00 1994.447038 -115.8700 36.8180 3.37
17250 1994-09-19 17:13:48.00 1994.717927 -115.9864 36.9475 4.80
17760 1995-09-11 16:45:23.00 1995.698191 -115.9590 36.8170 3.95
19520 1998-12-20 23:20:24.00 1998.972505 -115.8700 36.8180 3.53
19724 1999-06-05 10:15:52.00 1999.427688 -115.9400 36.8410 3.44
19791 1999-08-06 14:21:01.00 1999.597937 -115.9400 36.8410 3.04
19819 1999-08-26 15:39:39.00 1999.652538 -115.8770 36.8200 3.01
20733 2001-06-28 11:49:41.00 2001.492837 -115.8700 36.8180 3.16
20763 2001-07-22 13:22:15.00 2001.557125 -115.9400 36.8410 3.80
20803 2001-08-24 15:34:47.00 2001.649165 -115.9092 36.7304 3.37
22477 2004-10-25 19:38:43.00 2004.818565 -115.9590 36.8170 4.04
22661 2005-03-22 5:21:00.00 2005.222923 -115.9400 36.8410 3.44
23085 2006-01-31 2:02:18.00 2006.084940 -115.7258 36.9487 3.86
23190 2006-04-27 7:44:27.00 2006.322542 -115.8820 36.8050 3.23
23233 2006-05-29 9:50:05.00 2006.409789 -115.8770 36.8200 3.84
23607 2007-02-24 3:37:04.00 2007.150746 -115.9590 36.8170 3.05
23642 2007-03-20 5:14:35.00 2007.218468 -115.8810 36.8170 3.44
24251 2008-05-04 8:14:40.00 2008.343525 -115.7258 36.9487 3.07
24509 2008-10-28 19:51:01.00 2008.827097 -115.9092 36.7304 3.04
24640 2009-02-04 2:19:09.00 2009.096641 -115.7258 36.9487 3.03
24641 2009-02-04 2:21:35.00 2009.098330 -115.6928 36.9083 4.21
24642 2009-02-05 2:22:53.00 2009.099229 -115.7440 36.8699 3.49
26117 2012-04-18 7:10:18.00 2012.298829 -115.8770 36.8200 3.43
29366 2018-04-01 6:00:46.00 2018.250533 -115.9092 36.7304 3.16
30689 2020-11-07 20:28:59.00 2020.853470 -115.7258 36.9487 3.68
31616 2022-09-19 17:16:17.00 2022.719646 -115.9890 36.8160 3.99
Z\r Energy grid_label
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1379 20.0000 0.743428 Grid_-116_36
5793 17.2757 1.064910 Grid_-116_36
6334 14.7975 0.779588 Grid_-116_36
6591 9.9078 0.789860 Grid_-116_36
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13505 7.7270 0.877605 Grid_-116_36
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16697 20.0000 0.758555 Grid_-116_36
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17760 14.6869 0.915810 Grid_-116_36
19520 3.3126 0.840865 Grid_-116_36
19724 2.2522 0.823648 Grid_-116_36
19791 7.1537 0.741238 Grid_-116_36
19819 3.0439 0.734627 Grid_-116_36
20733 18.9494 0.767048 Grid_-116_36
20763 19.0154 0.890001 Grid_-116_36
20803 17.4612 0.809942 Grid_-116_36
22477 4.9671 0.930830 Grid_-116_36
22661 9.2179 0.823648 Grid_-116_36
23085 15.3930 0.900445 Grid_-116_36
23190 0.0765 0.781655 Grid_-116_36
23233 4.4539 0.896982 Grid_-116_36
23607 19.6343 0.743428 Grid_-116_36
23642 19.1418 0.823648 Grid_-116_36
24251 14.7887 0.747785 Grid_-116_36
24509 9.7800 0.741238 Grid_-116_36
24640 1.3751 0.739042 Grid_-116_36
24641 1.4204 0.958308 Grid_-116_36
24642 0.6519 0.833268 Grid_-116_36
26117 13.6423 0.821707 Grid_-116_36
29366 8.1706 0.767048 Grid_-116_36
30689 14.9350 0.868609 Grid_-116_36
31616 0.7717 0.922527 Grid_-116_36 , 'Grid_-116_37': Date Time Year X Y Magnitude \
548 1961-03-21 5:17:41.00 1961.220621 -115.0120 37.0400 3.09
1371 1962-12-06 22:23:05.00 1962.932703 -115.0800 37.2710 3.02
1400 1962-12-26 23:42:22.00 1962.987764 -115.9730 37.8250 3.41
1819 1963-11-04 20:15:13.00 1963.843911 -115.8172 37.7902 3.78
2007 1964-04-02 6:08:29.00 1964.255895 -115.1570 37.2780 3.12
... ... ... ... ... ... ...
29746 2019-01-19 1:17:49.00 2019.054041 -115.2920 37.6590 3.29
29764 2019-01-28 1:51:38.00 2019.077527 -115.1570 37.2780 4.02
30750 2020-12-26 23:40:24.00 2020.986399 -115.2880 37.6150 3.18
31542 2022-07-22 13:23:57.00 2022.558307 -115.9730 37.8250 3.94
31748 2022-12-28 23:48:58.00 2022.992340 -115.9370 37.1600 3.63
Z\r Energy grid_label
548 17.2740 0.752114 Grid_-116_37
1371 19.5564 0.736838 Grid_-116_37
1400 18.3445 0.817808 Grid_-116_37
1819 10.7715 0.886483 Grid_-116_37
2007 3.6288 0.758555 Grid_-116_37
... ... ... ...
29746 15.0327 0.793925 Grid_-116_37
29764 14.8124 0.927521 Grid_-116_37
30750 15.5965 0.771254 Grid_-116_37
31542 8.9200 0.914120 Grid_-116_37
31748 7.7526 0.859488 Grid_-116_37
[109 rows x 9 columns], 'Grid_-116_38': Date Time Year X Y Magnitude \
7628 1975-03-09 4:28:24.00 1975.186400 -115.6390 38.6760 3.00
9352 1978-06-23 11:27:09.00 1978.477193 -115.4114 38.6873 3.77
12008 1983-11-15 20:59:04.00 1983.874355 -115.9815 38.8458 3.32
15135 1990-07-24 13:31:22.00 1990.563453 -115.6390 38.6760 3.42
21249 2002-07-09 12:32:46.00 2002.522758 -115.4114 38.6873 6.80
24412 2008-09-03 16:14:20.00 2008.676631 -115.9798 38.8670 3.97
25761 2011-07-13 12:45:34.00 2011.531647 -115.0492 38.0000 3.32
25768 2011-07-15 12:54:28.00 2011.537834 -115.1460 38.0110 3.51
25769 2011-07-16 12:57:28.00 2011.539914 -115.1423 38.0436 3.78
30702 2020-11-18 21:12:41.00 2020.883812 -115.0492 38.0000 3.04
Z\r Energy grid_label
7628 16.7834 0.732408 Grid_-116_38
9352 12.5780 0.884717 Grid_-116_38
12008 6.5501 0.799977 Grid_-116_38
15135 18.2215 0.819760 Grid_-116_38
21249 1.2709 1.277948 Grid_-116_38
24412 11.1819 0.919177 Grid_-116_38
25761 3.7480 0.799977 Grid_-116_38
25768 3.1639 0.837077 Grid_-116_38
25769 3.3785 0.886483 Grid_-116_38
30702 13.2255 0.741238 Grid_-116_38 , 'Grid_-117_29': Date Time Year X Y Magnitude \
1367 1962-12-02 22:08:13.00 1962.922376 -116.1180 29.4490 3.44
7435 1974-09-28 17:52:59.00 1974.745130 -116.1288 29.9077 3.15
7663 1975-04-04 6:14:13.00 1975.259882 -116.1180 29.4490 3.04
8084 1975-12-31 0:00:45.00 1976.000522 -116.1288 29.9077 5.08
8224 1976-03-29 5:50:51.00 1976.243650 -116.1180 29.4490 3.09
12394 1984-10-20 19:18:08.00 1984.804263 -116.1288 29.9077 3.25
19662 1999-04-07 6:24:17.00 1999.266872 -116.1288 29.9077 3.42
24994 2009-11-03 20:14:56.00 2009.843710 -116.5540 29.5190 3.33
Z\r Energy grid_label
1367 18.3295 0.823648 Grid_-117_29
7435 19.2249 0.764935 Grid_-117_29
7663 15.4801 0.741238 Grid_-117_29
8084 13.8229 1.083541 Grid_-117_29
8224 1.7094 0.752114 Grid_-117_29
12394 2.0346 0.785770 Grid_-117_29
19662 0.0000 0.819760 Grid_-117_29
24994 5.7443 0.801982 Grid_-117_29 , 'Grid_-117_30': Date Time Year X Y Magnitude \
285 1960-07-27 13:44:00.00 1960.572232 -116.2956 30.0427 3.26
456 1961-01-01 0:07:31.00 1961.005230 -116.5547 30.4932 4.00
778 1961-09-26 17:42:12.00 1961.737640 -116.4862 30.9238 3.11
1963 1964-02-29 3:56:36.00 1964.164310 -116.2956 30.0427 4.95
5870 1971-07-03 12:08:18.00 1971.505769 -116.8900 30.8700 3.22
6211 1972-03-23 5:28:08.00 1972.227879 -116.5547 30.4932 3.22
6217 1972-03-31 6:01:20.00 1972.250937 -116.4784 30.9783 4.37
6560 1972-10-31 20:01:51.00 1972.834619 -116.4095 30.7774 3.34
6933 1973-09-03 16:10:51.00 1973.674204 -116.4095 30.7774 3.52
7208 1974-04-02 6:04:19.00 1974.253006 -116.5547 30.4932 3.05
8723 1977-03-15 4:55:30.00 1977.205212 -116.8900 30.8700 3.08
9532 1978-11-11 20:45:06.00 1978.864663 -117.0000 30.5000 3.39
11777 1983-05-19 9:08:55.00 1983.381201 -116.4784 30.9783 3.11
12344 1984-09-04 16:18:32.00 1984.679538 -116.4095 30.7774 3.47
12387 1984-10-15 18:58:52.00 1984.790882 -116.4095 30.7774 3.61
12522 1985-01-28 1:54:08.00 1985.079266 -116.3895 30.8464 4.66
12704 1985-06-19 11:10:42.00 1985.465769 -116.4784 30.9783 3.07
14918 1990-02-09 2:40:03.00 1990.111152 -116.3820 30.3660 3.38
15031 1990-05-10 8:33:24.00 1990.356534 -117.0000 30.5000 3.04
15052 1990-05-24 9:29:38.00 1990.395587 -116.8900 30.8700 3.00
15605 1991-06-12 10:44:28.00 1991.447556 -116.3895 30.8464 3.68
16720 1993-09-22 17:26:06.00 1993.726466 -116.4784 30.9783 3.32
17828 1995-10-27 19:47:08.00 1995.824404 -116.4862 30.9238 3.08
17887 1995-12-12 22:46:23.00 1995.948888 -116.4784 30.9783 3.17
18795 1997-08-16 14:59:48.00 1997.624873 -116.5547 30.4932 3.73
18803 1997-08-21 15:22:55.00 1997.640925 -116.5547 30.4932 4.17
19933 1999-12-04 22:14:59.00 1999.927074 -116.3907 30.7936 3.00
21133 2002-04-21 7:19:09.00 2002.304971 -116.3895 30.8464 3.43
22473 2004-10-21 19:24:05.00 2004.808400 -116.4784 30.9783 3.09
22986 2005-11-27 21:47:22.00 2005.907902 -116.4784 30.9783 3.14
23242 2006-06-07 10:26:38.00 2006.435169 -116.8900 30.8700 3.38
23801 2007-06-17 11:04:22.00 2007.461371 -116.3895 30.8464 3.64
24313 2008-06-22 11:25:08.00 2008.475796 -116.3907 30.7936 3.13
24917 2009-09-08 16:30:45.00 2009.688031 -117.0000 30.5000 3.55
25086 2010-01-02 0:10:08.00 2010.007042 -117.0000 30.5000 3.51
25593 2011-02-27 3:49:27.00 2011.159351 -116.4862 30.9238 3.12
25594 2011-02-28 3:55:44.00 2011.163709 -116.4340 30.9513 3.20
25595 2011-03-01 3:59:38.00 2011.166421 -116.4080 30.9627 3.43
25596 2011-03-03 4:05:41.00 2011.170616 -116.3494 30.9972 3.78
25624 2011-03-28 5:44:04.00 2011.238938 -116.4095 30.7774 3.14
25885 2011-10-14 18:52:30.00 2011.786467 -116.5547 30.4932 3.01
25892 2011-10-20 19:16:37.00 2011.803207 -116.3907 30.7936 3.71
25893 2011-10-20 19:16:46.00 2011.803317 -116.4124 30.8140 4.44
25894 2011-10-20 19:16:55.00 2011.803423 -116.4452 30.8400 3.20
25895 2011-10-20 19:18:17.00 2011.804372 -116.4623 30.8589 3.40
25896 2011-10-21 19:20:19.00 2011.805780 -116.5117 30.8701 3.40
26104 2012-04-08 6:32:03.00 2012.272267 -116.2956 30.0427 3.03
26105 2012-04-08 6:32:25.00 2012.272523 -116.2563 30.0918 3.22
26106 2012-04-08 6:33:09.00 2012.273026 -116.2107 30.0873 3.95
26107 2012-04-09 6:36:33.00 2012.275388 -116.2521 30.0958 4.02
26315 2012-09-04 16:17:42.00 2012.678959 -116.8900 30.8700 3.59
26394 2012-11-07 20:29:05.00 2012.853540 -116.3907 30.7936 3.67
29476 2018-06-23 11:29:17.00 2018.478670 -117.0000 30.5000 3.37
29733 2019-01-09 0:36:09.00 2019.025114 -117.0000 30.5000 3.09
30562 2020-07-20 13:18:22.00 2020.554426 -116.4784 30.9783 3.42
Z\r Energy grid_label
285 18.7331 0.787818 Grid_-117_30
456 19.2964 0.924196 Grid_-117_30
778 10.4778 0.756415 Grid_-117_30
1963 5.1971 1.066258 Grid_-117_30
5870 17.0366 0.779588 Grid_-117_30
6211 19.9986 0.779588 Grid_-117_30
6217 20.0000 0.983175 Grid_-117_30
6560 8.4161 0.803981 Grid_-117_30
6933 3.7792 0.838974 Grid_-117_30
7208 17.9083 0.743428 Grid_-117_30
8723 4.1722 0.749953 Grid_-117_30
9532 18.3781 0.813887 Grid_-117_30
11777 3.2239 0.756415 Grid_-117_30
12344 0.4642 0.829436 Grid_-117_30
12387 1.0518 0.855805 Grid_-117_30
12522 7.5227 1.026010 Grid_-117_30
12704 20.0000 0.747785 Grid_-117_30
14918 17.7174 0.811917 Grid_-117_30
15031 17.5098 0.741238 Grid_-117_30
15052 13.6147 0.732408 Grid_-117_30
15605 2.4906 0.868609 Grid_-117_30
16720 16.4166 0.799977 Grid_-117_30
17828 18.4085 0.749953 Grid_-117_30
17887 8.9812 0.769154 Grid_-117_30
18795 12.4151 0.877605 Grid_-117_30
18803 12.6828 0.951944 Grid_-117_30
19933 12.2773 0.732408 Grid_-117_30
21133 6.4564 0.821707 Grid_-117_30
22473 2.1838 0.752114 Grid_-117_30
22986 15.1348 0.762815 Grid_-117_30
23242 4.6480 0.811917 Grid_-117_30
23801 15.6744 0.861322 Grid_-117_30
24313 13.7709 0.760689 Grid_-117_30
24917 5.1623 0.844632 Grid_-117_30
25086 9.2393 0.837077 Grid_-117_30
25593 2.2821 0.758555 Grid_-117_30
25594 0.9063 0.775434 Grid_-117_30
25595 1.2596 0.821707 Grid_-117_30
25596 0.6379 0.886483 Grid_-117_30
25624 2.6489 0.762815 Grid_-117_30
25885 0.0000 0.734627 Grid_-117_30
25892 2.1658 0.874021 Grid_-117_30
25893 2.6825 0.993770 Grid_-117_30
25894 2.7212 0.775434 Grid_-117_30
25895 2.7523 0.815850 Grid_-117_30
25896 2.3451 0.815850 Grid_-117_30
26104 16.1476 0.739042 Grid_-117_30
26105 17.1933 0.779588 Grid_-117_30
26106 17.2259 0.915810 Grid_-117_30
26107 17.3936 0.927521 Grid_-117_30
26315 0.9350 0.852101 Grid_-117_30
26394 10.2203 0.866794 Grid_-117_30
29476 12.1458 0.809942 Grid_-117_30
29733 12.3593 0.752114 Grid_-117_30
30562 2.6105 0.819760 Grid_-117_30 , 'Grid_-117_31': Date Time Year X Y Magnitude \
534 1961-03-07 4:22:11.00 1961.182075 -116.4390 31.6387 3.07
622 1961-05-15 8:54:27.00 1961.371148 -116.2500 31.6500 3.65
656 1961-06-08 10:28:38.00 1961.436554 -116.7617 31.9075 3.25
664 1961-06-14 10:54:47.00 1961.454719 -116.2078 31.6503 3.04
762 1961-09-13 16:50:54.00 1961.702021 -116.0158 31.8105 3.54
... ... ... ... ... ... ...
30711 2020-11-25 21:39:40.00 2020.902547 -116.3625 31.8383 4.19
30744 2020-12-17 23:05:03.00 2020.961847 -116.1633 31.7437 3.43
30794 2021-02-06 2:26:57.00 2021.102059 -116.1777 31.8407 3.58
31590 2022-08-27 15:45:38.00 2022.656691 -116.2230 31.9385 3.23
31611 2022-09-13 16:52:41.00 2022.703261 -116.0158 31.8105 3.00
Z\r Energy grid_label
534 20.0000 0.747785 Grid_-117_31
622 11.4836 0.863151 Grid_-117_31
656 14.5918 0.785770 Grid_-117_31
664 14.4904 0.741238 Grid_-117_31
762 10.9981 0.842751 Grid_-117_31
... ... ... ...
30711 12.2923 0.955134 Grid_-117_31
30744 18.7721 0.821707 Grid_-117_31
30794 13.7472 0.850242 Grid_-117_31
31590 3.7544 0.781655 Grid_-117_31
31611 1.5970 0.732408 Grid_-117_31
[365 rows x 9 columns], 'Grid_-117_32': Date Time Year X Y Magnitude \
581 1961-04-18 7:09:21.00 1961.298164 -116.8375 32.0152 3.29
684 1961-07-09 12:30:45.00 1961.521360 -116.2388 32.9967 3.01
730 1961-08-14 14:51:57.00 1961.619410 -116.1610 32.5910 3.29
739 1961-08-20 15:18:05.00 1961.637563 -116.2248 32.0493 3.11
764 1961-09-15 17:00:40.00 1961.708799 -116.8897 32.2507 3.38
... ... ... ... ... ... ...
29768 2019-01-31 2:06:11.00 2019.087639 -116.1105 32.6753 3.59
29885 2019-04-27 7:44:18.00 2019.322432 -116.1105 32.6753 3.00
29903 2019-05-07 8:24:45.00 2019.350530 -116.0528 32.6952 3.12
30480 2020-05-22 9:24:10.00 2020.391786 -116.2772 32.1773 3.31
30791 2021-02-02 2:13:04.00 2021.092409 -116.2650 32.8610 3.50
Z\r Energy grid_label
581 18.1097 0.793925 Grid_-117_32
684 12.2793 0.734627 Grid_-117_32
730 15.6304 0.793925 Grid_-117_32
739 15.0882 0.756415 Grid_-117_32
764 12.5212 0.811917 Grid_-117_32
... ... ... ...
29768 13.6576 0.852101 Grid_-117_32
29885 19.5409 0.732408 Grid_-117_32
29903 15.7246 0.758555 Grid_-117_32
30480 9.0892 0.797965 Grid_-117_32
30791 16.8752 0.835175 Grid_-117_32
[291 rows x 9 columns], 'Grid_-117_33': Date Time Year X Y Magnitude \
240 1960-06-28 11:51:04.00 1960.493799 -116.3060 33.9370 3.56
313 1960-08-22 15:26:58.00 1960.643729 -116.2880 33.9050 3.30
318 1960-08-27 15:46:19.00 1960.657171 -116.6470 33.9930 3.46
329 1960-09-04 16:19:38.00 1960.680306 -116.9904 33.9151 3.26
335 1960-09-11 16:45:08.00 1960.698016 -116.0710 33.1360 3.07
... ... ... ... ... ... ...
31630 2022-10-01 18:01:51.00 2022.751295 -116.5790 33.9770 3.92
31719 2022-12-04 22:17:08.00 2022.928567 -116.2118 33.8718 3.42
31726 2022-12-09 22:35:08.00 2022.941072 -116.1480 33.2113 3.45
31737 2022-12-18 23:11:17.00 2022.966180 -116.3170 33.9560 3.86
31739 2022-12-19 23:15:32.00 2022.969126 -116.3953 33.9527 3.04
Z\r Energy grid_label
240 17.6577 0.846507 Grid_-117_33
313 20.0000 0.795948 Grid_-117_33
318 20.0000 0.827512 Grid_-117_33
329 18.7767 0.787818 Grid_-117_33
335 19.8373 0.747785 Grid_-117_33
... ... ... ...
31630 1.7685 0.910728 Grid_-117_33
31719 2.0989 0.819760 Grid_-117_33
31726 4.8860 0.825583 Grid_-117_33
31737 5.2595 0.900445 Grid_-117_33
31739 4.7858 0.741238 Grid_-117_33
[2363 rows x 9 columns], 'Grid_-117_34': Date Time Year X Y Magnitude \
244 1960-07-01 12:00:31.00 1960.500362 -116.9418 34.2875 3.59
247 1960-07-01 12:02:15.00 1960.501564 -116.2428 34.6943 3.15
251 1960-07-05 12:17:59.00 1960.512495 -116.3410 34.8130 3.12
256 1960-07-11 12:41:13.00 1960.528626 -116.3720 34.8030 3.19
282 1960-07-25 13:37:26.00 1960.567672 -116.3002 34.6270 3.43
... ... ... ... ... ... ...
31706 2022-11-25 21:41:29.00 2022.903817 -116.8580 34.3242 3.21
31720 2022-12-05 22:20:42.00 2022.931052 -116.6360 34.6010 3.10
31730 2022-12-14 22:52:58.00 2022.953458 -116.4727 34.0605 3.00
31747 2022-12-27 23:44:58.00 2022.989564 -116.6150 34.0160 3.37
31750 2022-12-29 23:52:28.00 2022.994776 -116.1332 34.3592 5.09
Z\r Energy grid_label
244 20.0000 0.852101 Grid_-117_34
247 19.5990 0.764935 Grid_-117_34
251 20.0000 0.758555 Grid_-117_34
256 19.3136 0.773347 Grid_-117_34
282 17.4888 0.821707 Grid_-117_34
... ... ... ...
31706 0.7679 0.777514 Grid_-117_34
31720 3.4776 0.754268 Grid_-117_34
31730 5.3898 0.732408 Grid_-117_34
31747 7.2534 0.809942 Grid_-117_34
31750 9.1671 1.084852 Grid_-117_34
[3153 rows x 9 columns], 'Grid_-117_35': Date Time Year X Y Magnitude \
357 1960-10-06 18:21:54.00 1960.765214 -116.9697 35.0975 4.13
436 1960-12-15 22:57:54.00 1960.956877 -116.8000 35.3620 3.58
1022 1962-03-28 5:44:26.00 1962.239193 -116.9848 35.4144 3.08
1028 1962-04-05 6:18:13.00 1962.262662 -116.9891 35.2663 3.80
1256 1962-09-16 17:02:39.00 1962.710175 -116.9223 35.9043 3.00
... ... ... ... ... ... ...
26950 2013-12-03 22:12:48.00 2013.925558 -116.9697 35.0975 4.03
30008 2019-07-06 12:20:35.00 2019.514297 -116.9730 35.0260 3.25
30493 2020-06-01 10:02:43.00 2020.418556 -116.9680 35.0250 3.34
30591 2020-08-15 14:59:09.00 2020.624418 -116.9223 35.9043 3.44
31715 2022-12-01 22:04:32.00 2022.919817 -116.9697 35.0975 3.02
Z\r Energy grid_label
357 13.7025 0.945518 Grid_-117_35
436 17.8043 0.850242 Grid_-117_35
1022 15.2530 0.749953 Grid_-117_35
1028 12.0802 0.890001 Grid_-117_35
1256 17.5960 0.732408 Grid_-117_35
... ... ... ...
26950 0.0000 0.929178 Grid_-117_35
30008 13.8451 0.785770 Grid_-117_35
30493 7.7519 0.803981 Grid_-117_35
30591 5.8334 0.823648 Grid_-117_35
31715 1.2991 0.736838 Grid_-117_35
[521 rows x 9 columns], 'Grid_-117_36': Date Time Year X Y Magnitude \
803 1961-10-14 18:53:28.00 1961.787137 -116.148 36.648 3.06
867 1961-11-25 21:40:54.00 1961.903409 -116.005 36.983 3.13
885 1961-12-11 22:43:59.00 1961.947222 -116.238 36.686 3.45
1957 1964-02-24 3:38:38.00 1964.151839 -116.328 36.604 3.16
6134 1972-01-26 1:42:18.00 1972.071047 -116.283 36.689 4.63
... ... ... ... ... ... ...
26991 2013-12-31 0:02:58.00 2014.002061 -116.283 36.689 3.49
27546 2015-01-26 1:46:12.00 2015.073754 -116.249 36.864 3.41
29888 2019-04-30 7:56:35.00 2019.330963 -116.293 36.705 3.54
30485 2020-05-26 9:40:14.00 2020.402949 -116.249 36.864 3.82
30538 2020-06-30 11:59:23.00 2020.499573 -116.283 36.689 3.62
Z\r Energy grid_label
803 15.9989 0.745610 Grid_-117_36
867 17.0221 0.760689 Grid_-117_36
885 17.5389 0.825583 Grid_-117_36
1957 7.5117 0.767048 Grid_-117_36
6134 18.1910 1.021705 Grid_-117_36
... ... ... ...
26991 5.8061 0.833268 Grid_-117_36
27546 6.3988 0.817808 Grid_-117_36
29888 19.9029 0.842751 Grid_-117_36
30485 5.8360 0.893500 Grid_-117_36
30538 3.6125 0.857649 Grid_-117_36
[82 rows x 9 columns], 'Grid_-117_37': Date Time Year X Y Magnitude \
431 1960-12-11 22:41:46.00 1960.945673 -116.3660 37.2940 3.15
433 1960-12-13 22:49:46.00 1960.951231 -116.0550 37.1130 3.13
434 1960-12-13 22:50:50.00 1960.951975 -116.1630 37.2350 3.19
555 1961-03-28 5:46:30.00 1961.240631 -116.0495 37.7908 4.08
740 1961-08-21 15:21:19.00 1961.639807 -116.3580 37.3060 3.45
... ... ... ... ... ... ...
30068 2019-08-18 15:08:34.00 2019.630960 -116.4600 37.3010 3.15
30170 2019-10-25 19:39:31.00 2019.819111 -116.1297 37.4823 3.37
30582 2020-08-07 14:28:14.00 2020.602949 -116.0320 37.0950 3.23
30746 2020-12-24 23:34:24.00 2020.982222 -116.1660 37.2360 3.27
31555 2022-08-01 14:02:37.00 2022.585155 -116.4150 37.1070 3.26
Z\r Energy grid_label
431 18.2192 0.764935 Grid_-117_37
433 18.7765 0.760689 Grid_-117_37
434 18.5785 0.773347 Grid_-117_37
555 17.9153 0.937398 Grid_-117_37
740 14.6063 0.825583 Grid_-117_37
... ... ... ...
30068 14.0682 0.764935 Grid_-117_37
30170 14.5353 0.809942 Grid_-117_37
30582 8.3018 0.781655 Grid_-117_37
30746 16.1992 0.789860 Grid_-117_37
31555 8.5838 0.787818 Grid_-117_37
[231 rows x 9 columns], 'Grid_-117_38': Date Time Year X Y Magnitude \
1207 1962-08-18 15:07:43.00 1962.630359 -116.0800 38.4440 4.40
1528 1963-03-25 5:35:06.00 1963.232719 -116.0800 38.4440 3.61
6587 1972-11-27 21:49:35.00 1972.909443 -116.0800 38.4440 3.94
6995 1973-10-27 19:43:38.00 1973.821976 -116.4300 38.9100 3.39
8329 1976-06-16 11:04:45.00 1976.461636 -116.4300 38.9100 3.30
8800 1977-05-21 9:16:47.00 1977.386657 -116.7295 38.1672 3.33
11707 1983-03-31 5:56:38.00 1983.247666 -116.0800 38.4440 3.97
11791 1983-05-28 9:47:32.00 1983.408012 -116.7295 38.1672 3.73
11797 1983-06-03 10:10:59.00 1983.424303 -116.7295 38.1672 3.32
12007 1983-11-15 20:58:35.00 1983.874027 -116.0170 38.8670 4.28
12342 1984-09-02 16:09:33.00 1984.673301 -116.0800 38.4440 3.32
12437 1984-11-26 21:46:00.00 1984.906953 -116.4300 38.9100 4.04
12508 1985-01-19 1:14:59.00 1985.052077 -116.4300 38.9100 3.67
15497 1991-03-15 4:54:20.00 1991.204409 -116.0800 38.4440 3.56
19005 1998-02-05 2:22:31.00 1998.098976 -116.7295 38.1672 3.16
20404 2000-11-03 20:13:58.00 2000.843038 -116.6339 38.3960 3.74
20644 2001-05-04 8:11:09.00 2001.341081 -116.1920 38.4930 3.14
20659 2001-05-14 8:49:22.00 2001.367619 -116.4300 38.9100 3.02
21076 2002-03-03 4:06:30.00 2002.171182 -116.0170 38.8670 3.11
23092 2006-02-05 2:25:41.00 2006.101170 -116.7295 38.1672 3.62
23813 2007-06-23 11:29:51.00 2007.479066 -116.0170 38.8670 3.68
24170 2008-02-23 3:34:53.00 2008.149234 -116.4300 38.9100 3.71
24211 2008-03-30 5:54:57.00 2008.246501 -116.0800 38.4440 3.75
24403 2008-08-28 15:50:43.00 2008.660230 -116.0170 38.8670 3.38
24404 2008-08-29 15:52:39.00 2008.661571 -116.0754 38.9238 3.26
24405 2008-08-29 15:52:42.00 2008.661609 -116.0331 38.8809 3.24
24406 2008-08-29 15:54:49.00 2008.663072 -116.0925 38.8320 3.67
24407 2008-08-30 15:56:40.00 2008.664352 -116.0471 38.7969 3.53
24408 2008-08-31 16:00:30.00 2008.667025 -116.0944 38.8171 3.45
24409 2008-09-01 16:05:06.00 2008.670211 -116.0462 38.8470 3.78
24410 2008-09-01 16:06:20.00 2008.671072 -116.0197 38.8496 3.37
24411 2008-09-03 16:12:27.00 2008.675314 -116.0208 38.8842 3.85
24413 2008-09-04 16:19:17.00 2008.680067 -116.0220 38.8164 3.21
25006 2009-11-11 20:43:52.00 2009.863797 -116.4300 38.9100 3.10
25968 2011-12-14 22:54:50.00 2011.954751 -116.6339 38.3960 3.00
Z\r Energy grid_label
1207 20.0000 0.987736 Grid_-117_38
1528 3.5934 0.855805 Grid_-117_38
6587 13.1259 0.914120 Grid_-117_38
6995 6.7687 0.813887 Grid_-117_38
8329 3.3819 0.795948 Grid_-117_38
8800 3.4047 0.801982 Grid_-117_38
11707 0.8414 0.919177 Grid_-117_38
11791 4.0184 0.877605 Grid_-117_38
11797 5.1059 0.799977 Grid_-117_38
12007 6.3941 0.969302 Grid_-117_38
12342 2.0490 0.799977 Grid_-117_38
12437 0.6545 0.930830 Grid_-117_38
12508 8.4665 0.866794 Grid_-117_38
15497 16.3373 0.846507 Grid_-117_38
19005 3.8926 0.767048 Grid_-117_38
20404 11.3262 0.879390 Grid_-117_38
20644 8.7763 0.762815 Grid_-117_38
20659 8.4148 0.736838 Grid_-117_38
21076 18.2895 0.756415 Grid_-117_38
23092 17.0990 0.857649 Grid_-117_38
23813 18.8201 0.868609 Grid_-117_38
24170 18.9728 0.874021 Grid_-117_38
24211 14.8611 0.881171 Grid_-117_38
24403 13.8956 0.811917 Grid_-117_38
24404 13.7129 0.787818 Grid_-117_38
24405 13.1775 0.783716 Grid_-117_38
24406 13.1771 0.866794 Grid_-117_38
24407 13.7510 0.840865 Grid_-117_38
24408 13.9663 0.825583 Grid_-117_38
24409 13.2697 0.886483 Grid_-117_38
24410 13.5722 0.809942 Grid_-117_38
24411 13.2920 0.898715 Grid_-117_38
24413 11.1203 0.777514 Grid_-117_38
25006 9.0546 0.754268 Grid_-117_38
25968 8.4021 0.732408 Grid_-117_38 , 'Grid_-118_31': Date Time Year X Y Magnitude \
753 1961-09-01 16:03:28.00 1961.669083 -117.1712 31.6408 3.29
869 1961-11-27 21:49:36.00 1961.909445 -117.2357 31.8693 3.13
1837 1963-11-17 21:10:04.00 1963.881998 -117.2968 31.9748 3.03
6154 1972-02-10 2:42:06.00 1972.112572 -117.2968 31.9748 3.18
6604 1972-12-11 22:42:58.00 1972.946511 -117.4245 31.8515 3.41
8585 1976-11-26 21:43:45.00 1976.905387 -117.4245 31.8515 3.26
8758 1977-04-15 6:55:08.00 1977.288297 -117.1712 31.6408 3.64
10172 1980-03-27 5:44:30.00 1980.239243 -117.1712 31.6408 3.36
10226 1980-05-17 9:06:34.00 1980.379562 -117.2357 31.8693 3.51
11822 1983-06-19 11:13:11.00 1983.467491 -117.4245 31.8515 3.10
12774 1985-08-11 14:42:25.00 1985.612800 -117.2968 31.9748 3.10
13778 1987-10-06 18:22:02.00 1987.765310 -117.2357 31.8693 3.37
15669 1991-08-04 14:15:21.00 1991.594003 -117.2357 31.8693 3.36
16352 1992-12-27 23:46:36.00 1992.990696 -117.4245 31.8515 3.19
17296 1994-10-19 19:14:53.00 1994.802003 -117.4245 31.8515 3.57
19313 1998-08-11 14:42:12.00 1998.612640 -117.1712 31.6408 3.74
20283 2000-08-07 14:28:41.00 2000.603260 -117.4245 31.8515 3.20
23153 2006-03-27 5:42:10.00 2006.237625 -117.3587 31.9614 3.36
23154 2006-03-27 5:42:39.00 2006.237958 -117.3340 31.9387 3.07
23155 2006-03-28 5:47:03.00 2006.241018 -117.3507 31.9240 3.16
23156 2006-03-29 5:51:01.00 2006.243764 -117.3961 31.9109 3.06
23157 2006-03-30 5:52:09.00 2006.244558 -117.4215 31.8646 3.51
23158 2006-03-31 5:56:10.00 2006.247346 -117.4291 31.8839 3.92
23159 2006-04-01 6:01:10.00 2006.250817 -117.4691 31.9347 3.00
23160 2006-04-02 6:06:37.00 2006.254597 -117.4629 31.9617 3.41
23161 2006-04-03 6:09:46.00 2006.256793 -117.4230 31.9645 3.09
23162 2006-04-05 6:15:36.00 2006.260844 -117.3929 31.9855 3.49
24644 2009-02-05 2:23:47.00 2009.099856 -117.2357 31.8693 3.65
27562 2015-02-09 2:39:51.00 2015.111007 -117.2968 31.9748 3.14
29434 2018-05-21 9:19:32.00 2018.388570 -117.1712 31.6408 3.67
29783 2019-02-13 2:54:43.00 2019.121336 -117.1712 31.6408 3.20
31596 2022-09-02 16:09:16.00 2022.673104 -117.2357 31.8693 3.02
Z\r Energy grid_label
753 12.8005 0.793925 Grid_-118_31
869 16.9585 0.760689 Grid_-118_31
1837 7.2808 0.739042 Grid_-118_31
6154 20.0000 0.771254 Grid_-118_31
6604 7.6310 0.817808 Grid_-118_31
8585 4.3874 0.787818 Grid_-118_31
8758 4.2680 0.861322 Grid_-118_31
10172 13.2304 0.807961 Grid_-118_31
10226 13.6271 0.837077 Grid_-118_31
11822 4.0699 0.754268 Grid_-118_31
12774 14.6477 0.754268 Grid_-118_31
13778 0.1900 0.809942 Grid_-118_31
15669 0.2490 0.807961 Grid_-118_31
16352 3.6872 0.773347 Grid_-118_31
17296 18.5414 0.848377 Grid_-118_31
19313 6.5792 0.879390 Grid_-118_31
20283 6.6125 0.775434 Grid_-118_31
23153 1.4241 0.807961 Grid_-118_31
23154 1.3022 0.747785 Grid_-118_31
23155 1.3497 0.767048 Grid_-118_31
23156 0.0230 0.745610 Grid_-118_31
23157 0.3563 0.837077 Grid_-118_31
23158 0.0497 0.910728 Grid_-118_31
23159 0.9275 0.732408 Grid_-118_31
23160 0.0000 0.817808 Grid_-118_31
23161 1.0467 0.752114 Grid_-118_31
23162 0.0000 0.833268 Grid_-118_31
24644 0.1993 0.863151 Grid_-118_31
27562 4.8031 0.762815 Grid_-118_31
29434 8.9615 0.866794 Grid_-118_31
29783 14.3639 0.775434 Grid_-118_31
31596 1.9400 0.736838 Grid_-118_31 , 'Grid_-118_32': Date Time Year X Y Magnitude \
321 1960-08-30 15:57:16.00 1960.664775 -117.3407 32.7670 3.42
454 1961-01-01 0:05:27.00 1961.003796 -117.7360 32.9480 3.52
517 1961-02-24 3:37:01.00 1961.150710 -117.6125 32.2122 3.00
703 1961-07-24 13:30:39.00 1961.562957 -117.8010 32.9850 3.24
1313 1962-10-24 19:32:31.00 1962.814254 -117.3840 32.0157 3.13
... ... ... ... ... ... ...
30136 2019-10-01 18:01:43.00 2019.751192 -117.9142 32.3428 4.31
30181 2019-11-05 20:21:08.00 2019.848016 -117.3840 32.0157 3.57
30570 2020-07-26 13:41:08.00 2020.570241 -117.3407 32.7670 3.02
30603 2020-08-28 15:49:10.00 2020.659154 -117.6340 32.1000 3.29
30785 2021-01-28 1:53:07.00 2021.078557 -117.6340 32.1000 3.00
Z\r Energy grid_label
321 19.8552 0.819760 Grid_-118_32
454 18.6750 0.838974 Grid_-118_32
517 19.4469 0.732408 Grid_-118_32
703 13.1310 0.783716 Grid_-118_32
1313 15.9749 0.760689 Grid_-118_32
... ... ... ...
30136 12.8708 0.973959 Grid_-118_32
30181 16.1386 0.848377 Grid_-118_32
30570 5.4231 0.736838 Grid_-118_32
30603 6.5554 0.793925 Grid_-118_32
30785 12.4950 0.732408 Grid_-118_32
[123 rows x 9 columns], 'Grid_-118_33': Date Time Year X Y Magnitude \
326 1960-09-03 16:14:42.00 1960.676882 -117.0758 33.9530 3.79
327 1960-09-04 16:18:03.00 1960.679213 -117.0702 33.9209 3.31
328 1960-09-04 16:18:37.00 1960.679604 -117.0231 33.8862 3.37
330 1960-09-06 16:24:02.00 1960.683361 -117.0307 33.8773 3.09
540 1961-03-13 4:44:13.00 1961.197378 -117.8960 33.9720 3.24
... ... ... ... ... ... ...
30220 2019-12-09 22:33:29.00 2019.939926 -117.8150 33.0050 3.13
30523 2020-06-19 11:15:59.00 2020.469441 -117.8923 33.9613 3.17
30599 2020-08-26 15:41:51.00 2020.654066 -117.9840 33.6710 3.14
30722 2020-12-03 22:10:01.00 2020.923629 -117.9158 33.9325 3.49
31716 2022-12-02 22:06:22.00 2022.921095 -117.9907 33.9915 3.90
Z\r Energy grid_label
326 19.6618 0.888244 Grid_-118_33
327 19.8833 0.797965 Grid_-118_33
328 18.9134 0.809942 Grid_-118_33
330 18.6646 0.752114 Grid_-118_33
540 20.0000 0.783716 Grid_-118_33
... ... ... ...
30220 15.1844 0.760689 Grid_-118_33
30523 3.3882 0.769154 Grid_-118_33
30599 7.7581 0.762815 Grid_-118_33
30722 13.2780 0.833268 Grid_-118_33
31716 1.4232 0.907318 Grid_-118_33
[602 rows x 9 columns], 'Grid_-118_34': Date Time Year X Y Magnitude \
317 1960-08-26 15:41:08.00 1960.653574 -117.5562 34.3123 3.06
537 1961-03-09 4:30:22.00 1961.187765 -117.0950 34.1920 3.38
560 1961-04-01 6:02:25.00 1961.251680 -117.5343 34.2548 3.08
570 1961-04-08 6:26:41.00 1961.268538 -117.5383 34.2602 3.24
709 1961-07-29 13:48:50.00 1961.575587 -117.5288 34.2033 3.33
... ... ... ... ... ... ...
30777 2021-01-20 1:21:29.00 2021.056593 -117.5288 34.2033 3.31
30778 2021-01-20 1:22:14.00 2021.057107 -117.7380 34.0060 3.01
30823 2021-03-04 4:09:54.00 2021.173545 -117.2525 34.0500 3.01
31568 2022-08-10 14:36:57.00 2022.608998 -117.3860 34.1920 3.48
31570 2022-08-12 14:44:05.00 2022.613949 -117.4530 34.1330 3.40
Z\r Energy grid_label
317 20.0000 0.745610 Grid_-118_34
537 19.4800 0.811917 Grid_-118_34
560 17.8693 0.749953 Grid_-118_34
570 19.5171 0.783716 Grid_-118_34
709 15.1872 0.801982 Grid_-118_34
... ... ... ...
30777 13.5965 0.797965 Grid_-118_34
30778 13.9414 0.734627 Grid_-118_34
30823 8.5608 0.734627 Grid_-118_34
31568 6.4121 0.831355 Grid_-118_34
31570 5.3479 0.815850 Grid_-118_34
[1314 rows x 9 columns], 'Grid_-118_35': Date Time Year X Y Magnitude \
293 1960-07-30 13:56:45.00 1960.581078 -117.7947 35.8643 3.48
306 1960-08-12 14:46:17.00 1960.615483 -117.4330 35.6130 3.21
340 1960-09-16 17:03:31.00 1960.710786 -117.3198 35.9713 3.20
342 1960-09-17 17:07:25.00 1960.713484 -117.2745 35.5485 3.17
371 1960-10-18 19:12:07.00 1960.800087 -117.2567 35.5272 3.64
... ... ... ... ... ... ...
31605 2022-09-09 16:34:29.00 2022.690614 -117.3173 35.9720 3.11
31633 2022-10-04 18:12:52.00 2022.758940 -117.6360 35.7790 3.41
31731 2022-12-14 22:55:13.00 2022.955013 -117.4963 35.6738 3.59
31738 2022-12-19 23:12:52.00 2022.967275 -117.4703 35.6805 3.00
31741 2022-12-21 23:24:05.00 2022.975061 -117.5613 35.7260 3.75
Z\r Energy grid_label
293 18.7975 0.831355 Grid_-118_35
306 19.8225 0.777514 Grid_-118_35
340 19.3060 0.775434 Grid_-118_35
342 18.1253 0.769154 Grid_-118_35
371 14.1743 0.861322 Grid_-118_35
... ... ... ...
31605 0.0000 0.756415 Grid_-118_35
31633 2.2880 0.817808 Grid_-118_35
31731 5.9163 0.852101 Grid_-118_35
31738 4.4100 0.732408 Grid_-118_35
31741 5.4466 0.881171 Grid_-118_35
[1855 rows x 9 columns], 'Grid_-118_36': Date Time Year X Y Magnitude \
246 1960-07-01 12:01:41.00 1960.501174 -117.6470 36.0620 3.03
336 1960-09-11 16:47:00.00 1960.699316 -117.8587 36.3878 3.08
343 1960-09-19 17:15:18.00 1960.718959 -117.9312 36.4560 4.25
362 1960-10-11 18:42:05.00 1960.779230 -117.5250 36.9450 3.02
524 1961-03-03 4:07:16.00 1961.171717 -117.6250 36.0720 4.28
... ... ... ... ... ... ...
31574 2022-08-15 14:58:59.00 2022.624301 -117.8673 36.3893 3.38
31584 2022-08-24 15:34:00.00 2022.648616 -117.8673 36.3893 3.28
31624 2022-09-24 17:36:06.00 2022.733405 -117.6180 36.0760 3.33
31722 2022-12-06 22:23:07.00 2022.932723 -117.7753 36.0277 3.07
31734 2022-12-16 23:04:40.00 2022.961578 -117.9267 36.2183 3.31
Z\r Energy grid_label
246 19.6580 0.739042 Grid_-118_36
336 18.8743 0.749953 Grid_-118_36
343 18.4647 0.964613 Grid_-118_36
362 14.1440 0.736838 Grid_-118_36
524 19.7594 0.969302 Grid_-118_36
... ... ... ...
31574 5.2419 0.811917 Grid_-118_36
31584 3.5328 0.791896 Grid_-118_36
31624 3.2599 0.801982 Grid_-118_36
31722 4.0335 0.747785 Grid_-118_36
31734 6.0048 0.797965 Grid_-118_36
[329 rows x 9 columns], 'Grid_-118_37': Date Time Year X Y Magnitude \
368 1960-10-16 19:02:30.00 1960.793406 -117.7560 37.0630 3.47
463 1961-01-08 0:33:58.00 1961.023591 -117.7428 37.5417 3.30
464 1961-01-08 0:35:11.00 1961.024441 -117.7142 37.5288 3.54
465 1961-01-08 0:35:26.00 1961.024616 -117.7497 37.5735 3.51
466 1961-01-08 0:35:28.00 1961.024634 -117.7981 37.6258 3.08
... ... ... ... ... ... ...
30539 2020-07-02 12:05:36.00 2020.503889 -118.0000 37.5000 3.78
30758 2021-01-02 0:10:57.00 2021.007613 -117.7830 37.1420 3.18
30768 2021-01-13 0:52:12.00 2021.036256 -118.0000 37.5000 3.10
31621 2022-09-22 17:28:05.00 2022.727840 -117.8850 37.0540 3.04
31712 2022-11-30 21:59:28.00 2022.916303 -117.9472 37.7418 4.23
Z\r Energy grid_label
368 13.5672 0.829436 Grid_-118_37
463 19.8499 0.795948 Grid_-118_37
464 19.8110 0.842751 Grid_-118_37
465 19.7310 0.837077 Grid_-118_37
466 19.7505 0.749953 Grid_-118_37
... ... ... ...
30539 2.9743 0.886483 Grid_-118_37
30758 14.5783 0.771254 Grid_-118_37
30768 12.1996 0.754268 Grid_-118_37
31621 2.5720 0.741238 Grid_-118_37
31712 1.2635 0.961468 Grid_-118_37
[239 rows x 9 columns], 'Grid_-118_38': Date Time Year X Y Magnitude \
354 1960-10-01 18:04:17.00 1960.752981 -117.8104 38.1667 3.43
380 1960-10-26 19:40:42.00 1960.819935 -117.9952 38.1406 3.19
437 1960-12-15 22:59:04.00 1960.957695 -117.7453 38.2012 3.41
527 1961-03-05 4:14:11.00 1961.176521 -117.8439 38.1618 4.08
563 1961-04-04 6:11:50.00 1961.258225 -117.8535 38.1755 3.07
... ... ... ... ... ... ...
31526 2022-07-10 12:37:22.00 2022.525956 -117.9528 38.4492 3.55
31527 2022-07-11 12:37:46.00 2022.526231 -117.9553 38.4863 3.18
31530 2022-07-13 12:47:44.00 2022.533154 -117.9889 38.4827 3.50
31531 2022-07-14 12:53:06.00 2022.536875 -117.9369 38.4918 3.10
31597 2022-09-02 16:10:12.00 2022.673753 -117.7939 38.2309 3.75
Z\r Energy grid_label
354 12.5360 0.821707 Grid_-118_38
380 13.7689 0.773347 Grid_-118_38
437 18.0016 0.817808 Grid_-118_38
527 20.0000 0.937398 Grid_-118_38
563 18.3639 0.747785 Grid_-118_38
... ... ... ...
31526 3.3972 0.844632 Grid_-118_38
31527 3.4159 0.771254 Grid_-118_38
31530 3.0190 0.835175 Grid_-118_38
31531 3.4236 0.754268 Grid_-118_38
31597 1.9561 0.881171 Grid_-118_38
[475 rows x 9 columns], 'Grid_-119_30': Date Time Year X Y Magnitude \
8737 1977-03-27 5:39:28.00 1977.235741 -118.116 30.248 3.96
12804 1985-09-01 16:03:51.00 1985.669340 -118.116 30.248 3.62
13912 1988-01-16 1:05:06.00 1988.045212 -118.116 30.248 3.02
20629 2001-04-24 7:30:40.00 2001.312964 -118.116 30.248 4.84
22499 2004-11-12 20:50:26.00 2004.868367 -118.116 30.248 3.51
29730 2019-01-07 0:30:47.00 2019.021389 -118.116 30.248 3.35
Z\r Energy grid_label
8737 5.1483 0.917496 Grid_-119_30
12804 18.2174 0.857649 Grid_-119_30
13912 7.5433 0.736838 Grid_-119_30
20629 4.9671 1.051276 Grid_-119_30
22499 6.3090 0.837077 Grid_-119_30
29730 12.7131 0.805974 Grid_-119_30 , 'Grid_-119_31': Date Time Year X Y Magnitude \
1573 1963-04-27 7:45:13.00 1963.323068 -118.5850 31.6390 3.34
1574 1963-04-29 7:50:28.00 1963.326722 -118.6446 31.6313 3.04
6885 1973-07-31 13:56:35.00 1973.580962 -118.5850 31.6390 3.04
10118 1980-02-13 2:54:04.00 1980.120891 -118.8650 31.9510 3.53
12290 1984-07-13 12:50:27.00 1984.535046 -118.8650 31.9510 3.31
12697 1985-06-11 10:41:37.00 1985.445568 -118.5850 31.6390 3.25
13281 1986-10-01 18:02:04.00 1986.751436 -118.8650 31.9510 3.12
13382 1987-01-04 0:15:48.00 1987.010983 -118.8650 31.9510 3.27
13783 1987-10-10 18:39:37.00 1987.777518 -118.5850 31.6390 3.16
15095 1990-06-26 11:41:24.00 1990.487089 -118.5850 31.6390 3.43
15759 1991-10-13 18:48:29.00 1991.783677 -118.5850 31.6390 3.11
17767 1995-09-18 17:12:58.00 1995.717348 -118.5850 31.6390 4.56
22258 2004-06-03 10:13:23.00 2004.425963 -118.8650 31.9510 3.02
22557 2004-12-27 23:48:09.00 2004.991778 -118.8650 31.9510 3.02
25075 2009-12-24 23:35:20.00 2009.982878 -118.5850 31.6390 3.54
25444 2010-10-22 19:24:56.00 2010.808984 -118.5850 31.6390 3.20
Z\r Energy grid_label
1573 2.0351 0.803981 Grid_-119_31
1574 2.3790 0.741238 Grid_-119_31
6885 5.3406 0.741238 Grid_-119_31
10118 13.7579 0.840865 Grid_-119_31
12290 6.7266 0.797965 Grid_-119_31
12697 19.2587 0.785770 Grid_-119_31
13281 8.9779 0.758555 Grid_-119_31
13382 0.0283 0.789860 Grid_-119_31
13783 1.2442 0.767048 Grid_-119_31
15095 16.6949 0.821707 Grid_-119_31
15759 19.9874 0.756415 Grid_-119_31
17767 19.9547 1.011548 Grid_-119_31
22258 4.8358 0.736838 Grid_-119_31
22557 4.1117 0.736838 Grid_-119_31
25075 12.6189 0.842751 Grid_-119_31
25444 0.0900 0.775434 Grid_-119_31 , 'Grid_-119_32': Date Time Year X Y Magnitude \
332 1960-09-07 16:28:53.00 1960.686726 -118.1872 32.5973 3.85
543 1961-03-18 5:06:13.00 1961.212651 -118.0905 32.6020 3.38
547 1961-03-20 5:12:58.00 1961.217340 -118.6535 32.8667 3.06
767 1961-09-19 17:16:02.00 1961.719470 -118.0905 32.6020 3.06
870 1961-11-28 21:50:03.00 1961.909761 -118.3177 32.7342 3.08
... ... ... ... ... ... ...
29886 2019-04-29 7:50:21.00 2019.326633 -118.0400 32.6930 3.17
30111 2019-09-13 16:50:43.00 2019.701891 -118.0067 32.8997 3.26
30431 2020-04-13 6:49:53.00 2020.284646 -118.5032 32.8377 3.16
30652 2020-10-12 18:46:56.00 2020.782604 -118.5032 32.8377 3.86
30762 2021-01-08 0:31:55.00 2021.022165 -118.4828 32.8228 3.64
Z\r Energy grid_label
332 18.4195 0.898715 Grid_-119_32
543 18.0705 0.811917 Grid_-119_32
547 17.6875 0.745610 Grid_-119_32
767 10.2723 0.745610 Grid_-119_32
870 16.6755 0.749953 Grid_-119_32
... ... ... ...
29886 19.6428 0.769154 Grid_-119_32
30111 11.3496 0.787818 Grid_-119_32
30431 6.0022 0.767048 Grid_-119_32
30652 15.8476 0.900445 Grid_-119_32
30762 14.8499 0.861322 Grid_-119_32
[104 rows x 9 columns], 'Grid_-119_33': Date Time Year X Y Magnitude \
546 1961-03-19 5:11:14.00 1961.216135 -118.2060 33.5460 3.26
665 1961-06-15 10:55:13.00 1961.455020 -118.3290 33.9338 3.03
682 1961-07-06 12:19:32.00 1961.513573 -118.0817 33.9923 3.31
816 1961-10-29 19:52:19.00 1961.828008 -118.6578 33.8932 3.38
817 1961-10-30 19:56:40.00 1961.831022 -118.6628 33.8978 3.28
... ... ... ... ... ... ...
29396 2018-04-24 7:32:17.00 2018.314093 -118.0710 33.5070 3.10
29874 2019-04-18 7:09:20.00 2019.298157 -118.3722 33.6583 3.04
29925 2019-05-26 9:37:21.00 2019.400938 -118.9910 33.9654 4.04
30654 2020-10-12 18:47:46.00 2020.783181 -118.0710 33.5070 3.80
30723 2020-12-03 22:11:06.00 2020.924380 -118.3285 33.5623 3.39
Z\r Energy grid_label
546 17.3495 0.787818 Grid_-119_33
665 13.7483 0.739042 Grid_-119_33
682 11.9703 0.797965 Grid_-119_33
816 16.6652 0.811917 Grid_-119_33
817 16.5162 0.791896 Grid_-119_33
... ... ... ...
29396 9.6072 0.754268 Grid_-119_33
29874 13.6471 0.741238 Grid_-119_33
29925 12.0692 0.930830 Grid_-119_33
30654 15.3148 0.890001 Grid_-119_33
30723 13.7535 0.813887 Grid_-119_33
[169 rows x 9 columns], 'Grid_-119_34': Date Time Year X Y Magnitude \
287 1960-07-27 13:45:20.00 1960.573158 -118.4280 34.3000 3.50
288 1960-07-28 13:48:20.00 1960.575233 -118.3700 34.4160 3.36
364 1960-10-12 18:46:49.00 1960.782514 -118.3700 34.4160 3.96
397 1960-11-13 20:54:57.00 1960.871493 -118.4790 34.2970 3.34
413 1960-11-26 21:45:02.00 1960.906279 -118.4383 34.3017 3.39
... ... ... ... ... ... ...
30773 2021-01-16 1:06:43.00 2021.046336 -118.4360 34.4260 3.23
31569 2022-08-10 14:38:33.00 2022.610109 -118.6572 34.3613 3.66
31572 2022-08-13 14:50:04.00 2022.618108 -118.6302 34.6173 3.01
31593 2022-08-31 15:58:51.00 2022.665873 -118.4763 34.3468 3.07
31609 2022-09-12 16:49:16.00 2022.700884 -118.3700 34.4160 3.22
Z\r Energy grid_label
287 18.7186 0.835175 Grid_-119_34
288 18.6020 0.807961 Grid_-119_34
364 13.6247 0.917496 Grid_-119_34
397 19.5256 0.803981 Grid_-119_34
413 19.5035 0.813887 Grid_-119_34
... ... ... ...
30773 13.6347 0.781655 Grid_-119_34
31569 5.8716 0.864975 Grid_-119_34
31572 4.2137 0.734627 Grid_-119_34
31593 3.0827 0.747785 Grid_-119_34
31609 1.9108 0.779588 Grid_-119_34
[1275 rows x 9 columns], 'Grid_-119_35': Date Time Year X Y Magnitude \
320 1960-08-30 15:56:27.00 1960.664213 -118.8460 35.3740 3.07
438 1960-12-16 23:02:12.00 1960.959870 -118.4253 35.4733 3.03
533 1961-03-07 4:20:34.00 1961.180960 -118.0408 35.7580 3.22
680 1961-07-04 12:12:33.00 1961.508723 -118.4253 35.4733 3.03
688 1961-07-15 12:53:35.00 1961.537218 -118.6868 35.4810 3.03
... ... ... ... ... ... ...
30788 2021-01-30 2:01:25.00 2021.084328 -118.3493 35.4422 3.18
30793 2021-02-04 2:21:12.00 2021.098059 -118.7740 35.3720 3.35
31618 2022-09-19 17:16:40.00 2022.719916 -118.0670 35.2100 3.61
31713 2022-11-30 22:00:16.00 2022.916854 -118.3550 35.6595 3.01
31727 2022-12-10 22:39:10.00 2022.943873 -118.2150 35.2250 3.04
Z\r Energy grid_label
320 18.6436 0.747785 Grid_-119_35
438 17.9163 0.739042 Grid_-119_35
533 20.0000 0.779588 Grid_-119_35
680 13.2307 0.739042 Grid_-119_35
688 13.5142 0.739042 Grid_-119_35
... ... ... ...
30788 14.6396 0.771254 Grid_-119_35
30793 14.7704 0.805974 Grid_-119_35
31618 2.3922 0.855805 Grid_-119_35
31713 1.2950 0.734627 Grid_-119_35
31727 4.9159 0.741238 Grid_-119_35
[408 rows x 9 columns], 'Grid_-119_36': Date Time Year X Y Magnitude \
672 1961-06-23 11:29:24.00 1961.478751 -118.0550 36.1117 4.20
1156 1962-07-16 13:00:08.00 1962.541768 -118.0550 36.1117 3.23
1867 1963-12-13 22:52:14.00 1963.952950 -118.0250 36.4260 3.29
6677 1973-02-09 2:39:41.00 1973.110894 -118.0450 36.1392 3.34
6985 1973-10-17 19:07:57.00 1973.797199 -118.0648 36.1405 3.24
... ... ... ... ... ... ...
28747 2017-01-28 1:53:24.00 2017.078752 -118.7639 36.0138 4.20
28748 2017-01-29 1:57:22.00 2017.081508 -118.8198 36.0148 3.29
28826 2017-03-23 5:24:56.00 2017.225655 -118.9286 36.0410 3.52
28829 2017-03-24 5:27:47.00 2017.227639 -118.9123 36.0106 3.13
29309 2018-02-16 3:09:03.00 2018.131285 -118.0550 36.1117 3.37
Z\r Energy grid_label
672 12.2613 0.956723 Grid_-119_36
1156 15.1268 0.781655 Grid_-119_36
1867 5.3034 0.793925 Grid_-119_36
6677 17.3446 0.803981 Grid_-119_36
6985 3.9530 0.783716 Grid_-119_36
... ... ... ...
28747 15.3000 0.956723 Grid_-119_36
28748 15.7989 0.793925 Grid_-119_36
28826 13.7485 0.838974 Grid_-119_36
28829 13.8935 0.760689 Grid_-119_36
29309 1.0834 0.809942 Grid_-119_36
[334 rows x 9 columns], 'Grid_-119_37': Date Time Year X Y Magnitude \
243 1960-06-30 11:58:35.00 1960.499027 -118.8718 37.4942 3.41
249 1960-07-03 12:09:48.00 1960.506806 -118.6697 37.4430 3.08
255 1960-07-11 12:39:49.00 1960.527659 -118.8060 37.4785 3.13
305 1960-08-10 14:38:30.00 1960.610075 -118.8000 37.5490 3.89
307 1960-08-13 14:51:14.00 1960.618919 -118.3907 37.6565 3.88
... ... ... ... ... ... ...
31634 2022-10-05 18:18:17.00 2022.762706 -118.2813 37.4643 3.12
31636 2022-10-06 18:21:24.00 2022.764868 -118.8398 37.4537 4.03
31701 2022-11-21 21:25:42.00 2022.892850 -118.9163 37.6372 3.33
31709 2022-11-29 21:54:01.00 2022.912513 -118.4750 37.5940 3.31
31711 2022-11-30 21:59:20.00 2022.916213 -118.8798 37.5465 3.76
Z\r Energy grid_label
243 19.8939 0.817808 Grid_-119_37
249 18.9455 0.749953 Grid_-119_37
255 18.2753 0.760689 Grid_-119_37
305 19.5386 0.905606 Grid_-119_37
307 19.1359 0.903890 Grid_-119_37
... ... ... ...
31634 1.3307 0.758555 Grid_-119_37
31636 1.3504 0.929178 Grid_-119_37
31701 1.0618 0.801982 Grid_-119_37
31709 0.5028 0.797965 Grid_-119_37
31711 1.2452 0.882946 Grid_-119_37
[2453 rows x 9 columns], 'Grid_-119_38': Date Time Year X Y Magnitude \
253 1960-07-08 12:28:21.00 1960.519690 -118.7797 38.0543 3.79
331 1960-09-07 16:28:06.00 1960.686190 -118.8972 38.3904 3.62
445 1960-12-23 23:30:10.00 1960.979285 -118.3670 38.2170 3.26
448 1960-12-24 23:35:00.00 1960.982642 -118.0900 38.6220 3.25
523 1961-03-03 4:05:04.00 1961.170188 -118.3814 38.5374 3.23
... ... ... ... ... ... ...
31523 2022-07-09 12:31:31.00 2022.521894 -118.0232 38.3888 3.73
31528 2022-07-12 12:42:25.00 2022.529463 -118.0121 38.5316 3.07
31529 2022-07-12 12:43:41.00 2022.530341 -118.0350 38.5262 3.37
31537 2022-07-19 13:12:19.00 2022.550224 -118.8064 38.6488 3.16
31619 2022-09-20 17:20:29.00 2022.722568 -118.0725 38.1754 3.06
Z\r Energy grid_label
253 19.4280 0.888244 Grid_-119_38
331 18.9886 0.857649 Grid_-119_38
445 16.6660 0.787818 Grid_-119_38
448 16.5035 0.785770 Grid_-119_38
523 19.5621 0.781655 Grid_-119_38
... ... ... ...
31523 2.8855 0.877605 Grid_-119_38
31528 3.4646 0.747785 Grid_-119_38
31529 2.8558 0.809942 Grid_-119_38
31537 5.5150 0.767048 Grid_-119_38
31619 2.4205 0.745610 Grid_-119_38
[1404 rows x 9 columns], 'Grid_-120_31': Date Time Year X Y Magnitude \
699 1961-07-22 13:23:08.00 1961.557732 -120.0000 31.0000 3.63
915 1962-01-06 0:25:33.00 1962.017743 -119.3790 31.2470 3.35
6698 1973-02-23 3:34:57.00 1973.149272 -119.4360 31.4080 3.52
6852 1973-07-04 12:11:26.00 1973.507945 -119.3790 31.2470 3.12
7391 1974-08-21 15:21:34.00 1974.639982 -119.4094 31.3228 3.20
... ... ... ... ... ... ...
31696 2022-11-18 21:14:06.00 2022.884800 -119.4443 31.5192 3.78
31697 2022-11-19 21:15:16.00 2022.885609 -119.4565 31.5134 3.52
31698 2022-11-20 21:21:13.00 2022.889736 -119.4065 31.5197 3.25
31699 2022-11-21 21:22:45.00 2022.890805 -119.4436 31.4823 3.24
31700 2022-11-21 21:24:49.00 2022.892243 -119.4728 31.4330 4.07
Z\r Energy grid_label
699 13.2365 0.859488 Grid_-120_31
915 19.1309 0.805974 Grid_-120_31
6698 18.8632 0.838974 Grid_-120_31
6852 12.5474 0.758555 Grid_-120_31
7391 16.6823 0.775434 Grid_-120_31
... ... ... ...
31696 3.5288 0.886483 Grid_-120_31
31697 2.6965 0.838974 Grid_-120_31
31698 2.9212 0.785770 Grid_-120_31
31699 1.7155 0.783716 Grid_-120_31
31700 1.3864 0.935762 Grid_-120_31
[95 rows x 9 columns], 'Grid_-120_33': Date Time Year X Y Magnitude \
250 1960-07-04 12:12:40.00 1960.508802 -119.1195 33.5575 3.28
889 1961-12-15 22:57:04.00 1961.956307 -119.1613 33.3363 3.01
1157 1962-07-17 13:02:42.00 1962.543542 -119.1322 33.4605 4.61
1312 1962-10-22 19:26:55.00 1962.810370 -119.0170 33.6180 3.09
1530 1963-03-28 5:44:59.00 1963.239579 -119.4492 33.1947 3.36
... ... ... ... ... ... ...
29806 2019-03-04 4:11:56.00 2019.174955 -119.1195 33.5575 3.92
29825 2019-03-21 5:16:29.00 2019.219782 -119.7340 33.8198 3.30
29920 2019-05-23 9:24:16.00 2019.391852 -119.1195 33.5575 3.18
29924 2019-05-26 9:36:19.00 2019.400225 -119.0502 33.9790 3.34
30812 2021-02-21 3:27:40.00 2021.144220 -119.1332 33.3430 3.00
Z\r Energy grid_label
250 19.6462 0.791896 Grid_-120_33
889 17.8622 0.734627 Grid_-120_33
1157 15.4662 1.018819 Grid_-120_33
1312 16.1764 0.752114 Grid_-120_33
1530 1.1158 0.807961 Grid_-120_33
... ... ... ...
29806 11.3257 0.910728 Grid_-120_33
29825 15.3699 0.795948 Grid_-120_33
29920 13.4987 0.771254 Grid_-120_33
29924 13.0190 0.803981 Grid_-120_33
30812 10.0250 0.732408 Grid_-120_33
[87 rows x 9 columns], 'Grid_-120_34': Date Time Year X Y Magnitude \
257 1960-07-11 12:41:19.00 1960.528699 -119.7060 34.3137 3.73
525 1961-03-04 4:08:57.00 1961.172887 -119.8020 34.4020 4.05
1161 1962-07-20 13:16:43.00 1962.553284 -119.9730 34.6610 3.22
1654 1963-07-07 12:25:04.00 1963.517413 -119.7060 34.3137 3.58
1763 1963-09-27 17:46:41.00 1963.740754 -119.6220 34.2500 4.81
... ... ... ... ... ... ...
29371 2018-04-06 6:21:43.00 2018.265083 -119.3530 34.4810 3.81
29392 2018-04-21 7:21:17.00 2018.306449 -119.7060 34.3137 3.73
29507 2018-07-18 13:07:04.00 2018.546576 -119.7383 34.2323 3.31
30082 2019-08-28 15:49:14.00 2019.659200 -119.7228 34.1385 3.28
30083 2019-08-28 15:50:44.00 2019.660241 -119.7475 34.1881 4.17
Z\r Energy grid_label
257 19.5687 0.877605 Grid_-120_34
525 19.6367 0.932478 Grid_-120_34
1161 15.5878 0.779588 Grid_-120_34
1654 4.6475 0.850242 Grid_-120_34
1763 6.3103 1.047131 Grid_-120_34
... ... ... ...
29371 10.7299 0.891753 Grid_-120_34
29392 10.6671 0.877605 Grid_-120_34
29507 15.0186 0.797965 Grid_-120_34
30082 10.9934 0.791896 Grid_-120_34
30083 10.5367 0.951944 Grid_-120_34
[118 rows x 9 columns], 'Grid_-120_35': Date Time Year X Y Magnitude \
346 1960-09-22 17:30:25.00 1960.729457 -119.6760 35.5460 3.02
428 1960-12-08 22:29:57.00 1960.937469 -119.0070 35.0448 3.04
760 1961-09-09 16:35:06.00 1961.691045 -119.1040 35.1490 3.44
1205 1962-08-15 14:57:04.00 1962.622974 -119.6760 35.5460 3.01
1781 1963-10-07 18:24:59.00 1963.767358 -119.6760 35.5460 3.42
... ... ... ... ... ... ...
30471 2020-05-13 8:49:58.00 2020.368043 -119.8008 35.8113 3.29
30821 2021-03-02 4:03:13.00 2021.168910 -119.0070 35.0448 3.06
30866 2021-03-29 5:48:49.00 2021.242236 -119.1560 35.0430 3.30
30867 2021-03-30 5:53:57.00 2021.245809 -119.0097 35.0338 6.14
31557 2022-08-02 14:04:55.00 2022.586759 -119.0070 35.0448 3.23
Z\r Energy grid_label
346 18.2548 0.736838 Grid_-120_35
428 18.0305 0.741238 Grid_-120_35
760 12.8284 0.823648 Grid_-120_35
1205 19.4919 0.734627 Grid_-120_35
1781 10.3934 0.819760 Grid_-120_35
... ... ... ...
30471 12.9505 0.793925 Grid_-120_35
30821 7.4353 0.745610 Grid_-120_35
30866 1.7329 0.795948 Grid_-120_35
30867 3.1602 1.209883 Grid_-120_35
31557 8.1647 0.781655 Grid_-120_35
[359 rows x 9 columns], 'Grid_-120_36': Date Time Year X Y Magnitude \
872 1961-11-30 21:59:17.00 1961.916175 -119.7420 36.1580 3.47
6793 1973-05-21 9:16:34.00 1973.386514 -119.3870 36.6480 3.07
9366 1978-07-05 12:16:26.00 1978.511422 -119.3870 36.6480 3.97
9629 1979-01-26 1:44:27.00 1979.072542 -119.9635 36.0002 3.10
9893 1979-08-27 15:43:38.00 1979.655312 -119.9635 36.0002 4.36
... ... ... ... ... ... ...
28560 2016-09-16 17:05:03.00 2016.711846 -119.0124 36.1487 3.14
28564 2016-09-21 17:23:11.00 2016.724434 -119.0281 36.0781 3.02
29270 2018-01-19 1:15:57.00 2018.052745 -119.3870 36.6480 3.72
30714 2020-11-28 21:51:16.00 2020.910603 -119.9635 36.0002 3.30
31564 2022-08-08 14:29:09.00 2022.603578 -119.9987 36.1207 3.36
Z\r Energy grid_label
872 17.6089 0.829436 Grid_-120_36
6793 9.5602 0.747785 Grid_-120_36
9366 11.3192 0.919177 Grid_-120_36
9629 20.0000 0.754268 Grid_-120_36
9893 16.3123 0.981648 Grid_-120_36
... ... ... ...
28560 5.7135 0.762815 Grid_-120_36
28564 4.7734 0.736838 Grid_-120_36
29270 5.4552 0.875816 Grid_-120_36
30714 11.9474 0.795948 Grid_-120_36
31564 6.2398 0.807961 Grid_-120_36
[301 rows x 9 columns], 'Grid_-120_37': Date Time Year X Y Magnitude \
8823 1977-06-12 10:45:15.00 1977.448093 -119.4392 37.4250 3.41
11930 1983-09-16 17:02:19.00 1983.709942 -119.4392 37.4250 3.88
12847 1985-10-08 18:29:19.00 1985.770368 -119.0326 37.5458 3.03
12848 1985-10-08 18:30:55.00 1985.771479 -119.0706 37.5758 3.63
12849 1985-10-09 18:36:26.00 1985.775303 -119.0261 37.5325 4.02
... ... ... ... ... ... ...
30452 2020-04-29 7:54:11.00 2020.329305 -119.0123 37.4939 3.14
30453 2020-04-30 7:59:21.00 2020.332887 -119.0140 37.5220 3.19
30456 2020-05-01 8:03:27.00 2020.335735 -119.0177 37.4975 3.45
30457 2020-05-02 8:07:39.00 2020.338656 -119.0462 37.5554 3.00
30458 2020-05-03 8:11:26.00 2020.341283 -119.0964 37.5100 3.80
Z\r Energy grid_label
8823 2.5030 0.817808 Grid_-120_37
11930 6.3123 0.903890 Grid_-120_37
12847 15.1874 0.739042 Grid_-120_37
12848 14.5934 0.859488 Grid_-120_37
12849 15.0930 0.927521 Grid_-120_37
... ... ... ...
30452 9.9483 0.762815 Grid_-120_37
30453 10.5081 0.773347 Grid_-120_37
30456 11.0178 0.825583 Grid_-120_37
30457 11.2495 0.732408 Grid_-120_37
30458 10.7664 0.890001 Grid_-120_37
[155 rows x 9 columns], 'Grid_-120_38': Date Time Year X Y Magnitude \
295 1960-08-01 14:03:35.00 1960.585831 -119.6680 38.7540 3.44
339 1960-09-15 16:59:40.00 1960.708111 -119.7010 38.8380 3.06
372 1960-10-19 19:16:37.00 1960.803217 -119.3085 38.2288 3.52
381 1960-10-26 19:41:04.00 1960.820190 -119.5107 38.5128 3.25
439 1960-12-18 23:10:01.00 1960.965293 -119.6363 38.7413 3.91
... ... ... ... ... ... ...
30815 2021-02-23 3:33:38.00 2021.148366 -119.6465 38.7438 3.31
31566 2022-08-09 14:32:45.00 2022.606085 -119.4998 38.5075 3.97
31607 2022-09-11 16:42:06.00 2022.695905 -119.6465 38.7438 3.13
31718 2022-12-03 22:12:12.00 2022.925143 -119.1445 38.0473 3.09
31721 2022-12-06 22:22:50.00 2022.932527 -119.1332 38.6103 3.91
Z\r Energy grid_label
295 19.7112 0.823648 Grid_-120_38
339 19.3729 0.745610 Grid_-120_38
372 14.7713 0.838974 Grid_-120_38
381 13.7619 0.785770 Grid_-120_38
439 18.5982 0.909025 Grid_-120_38
... ... ... ...
30815 10.0547 0.797965 Grid_-120_38
31566 5.9053 0.919177 Grid_-120_38
31607 0.7908 0.760689 Grid_-120_38
31718 1.5501 0.752114 Grid_-120_38
31721 4.3464 0.909025 Grid_-120_38
[450 rows x 9 columns], 'Grid_-121_34': Date Time Year X Y Magnitude \
1890 1964-01-05 0:22:56.00 1964.015933 -120.6785 34.4213 3.24
1961 1964-02-27 3:49:59.00 1964.159717 -120.1470 34.7370 3.00
5938 1971-08-23 15:30:39.00 1971.646287 -120.1470 34.7370 3.01
5939 1971-08-25 15:36:24.00 1971.650279 -120.1221 34.7387 3.27
5940 1971-08-25 15:36:45.00 1971.650523 -120.0672 34.7691 3.05
... ... ... ... ... ... ...
30160 2019-10-16 19:02:35.00 2019.793463 -120.7125 34.5423 3.38
30161 2019-10-18 19:08:17.00 2019.797429 -120.7399 34.5424 3.20
31577 2022-08-18 15:09:11.00 2022.631386 -120.1470 34.7370 3.33
31606 2022-09-10 16:40:12.00 2022.694584 -120.0223 34.3947 3.01
31639 2022-10-11 18:41:08.00 2022.778565 -120.0022 34.4192 5.88
Z\r Energy grid_label
1890 0.0392 0.783716 Grid_-121_34
1961 7.2323 0.732408 Grid_-121_34
5938 16.6981 0.734627 Grid_-121_34
5939 16.4492 0.789860 Grid_-121_34
5940 15.4283 0.743428 Grid_-121_34
... ... ... ...
30160 14.8650 0.811917 Grid_-121_34
30161 14.8004 0.775434 Grid_-121_34
31577 4.7110 0.801982 Grid_-121_34
31606 0.0000 0.734627 Grid_-121_34
31639 4.3621 1.181038 Grid_-121_34
[79 rows x 9 columns], 'Grid_-121_35': Date Time Year X Y Magnitude \
616 1961-05-10 8:34:10.00 1961.357072 -120.9823 35.6300 3.03
883 1961-12-08 22:31:37.00 1961.938629 -120.8157 35.5432 3.13
1271 1962-09-30 17:57:16.00 1962.748111 -120.3560 35.8058 3.17
1374 1962-12-07 22:27:14.00 1962.935579 -120.9513 35.6432 3.09
1440 1963-01-30 1:59:15.00 1963.082813 -120.4977 35.8338 3.19
... ... ... ... ... ... ...
30545 2020-07-06 12:22:01.00 2020.515290 -120.3498 35.8045 3.46
30707 2020-11-22 21:27:50.00 2020.894334 -120.9823 35.6300 3.31
30708 2020-11-22 21:27:59.00 2020.894441 -120.3470 35.8802 3.17
31637 2022-10-06 18:21:31.00 2022.764950 -120.4980 35.9525 3.40
31703 2022-11-22 21:29:34.00 2022.895533 -120.2940 35.7905 4.49
Z\r Energy grid_label
616 12.3150 0.739042 Grid_-121_35
883 17.7631 0.760689 Grid_-121_35
1271 16.6612 0.769154 Grid_-121_35
1374 19.6695 0.752114 Grid_-121_35
1440 16.6458 0.773347 Grid_-121_35
... ... ... ...
30545 0.6276 0.827512 Grid_-121_35
30707 13.0110 0.797965 Grid_-121_35
30708 12.2629 0.769154 Grid_-121_35
31637 1.3139 0.815850 Grid_-121_35
31703 0.6797 1.001235 Grid_-121_35
[325 rows x 9 columns], 'Grid_-121_36': Date Time Year X Y Magnitude \
272 1960-07-21 13:21:24.00 1960.556534 -120.6310 36.5205 4.19
273 1960-07-21 13:22:03.00 1960.556982 -120.6508 36.4820 3.22
274 1960-07-21 13:22:34.00 1960.557347 -120.6892 36.4629 3.56
275 1960-07-22 13:22:58.00 1960.557623 -120.6594 36.5213 3.33
276 1960-07-22 13:24:19.00 1960.558554 -120.6129 36.5454 3.06
... ... ... ... ... ... ...
31625 2022-09-25 17:38:54.00 2022.735350 -120.6918 36.5192 3.11
31635 2022-10-06 18:20:48.00 2022.764455 -120.2080 36.0910 3.08
31707 2022-11-26 21:45:43.00 2022.906752 -120.1495 36.0090 3.32
31725 2022-12-09 22:35:03.00 2022.941010 -120.3750 36.2740 3.78
31745 2022-12-25 23:38:56.00 2022.985378 -120.2823 36.1778 3.08
Z\r Energy grid_label
272 19.4296 0.955134 Grid_-121_36
273 19.0534 0.779588 Grid_-121_36
274 19.0014 0.846507 Grid_-121_36
275 18.9276 0.801982 Grid_-121_36
276 18.9980 0.745610 Grid_-121_36
... ... ... ...
31625 2.3154 0.756415 Grid_-121_36
31635 2.0450 0.749953 Grid_-121_36
31707 0.3683 0.799977 Grid_-121_36
31725 4.2481 0.886483 Grid_-121_36
31745 7.4268 0.749953 Grid_-121_36
[722 rows x 9 columns], 'Grid_-121_37': Date Time Year X Y Magnitude \
1469 1963-02-21 3:27:51.00 1963.144343 -120.0195 37.4198 4.07
7173 1974-03-02 4:02:19.00 1974.168281 -120.0195 37.4198 4.46
9256 1978-04-16 6:58:17.00 1978.290482 -120.9483 37.1862 3.39
10011 1979-11-13 20:54:14.00 1979.871002 -120.9677 37.1940 4.06
14291 1988-11-21 21:25:54.00 1988.892988 -120.9677 37.1940 4.27
... ... ... ... ... ... ...
17718 1995-08-09 14:32:05.00 1995.605622 -120.7603 37.9766 3.03
19599 1999-02-17 3:09:41.00 1999.131732 -120.0195 37.4198 3.26
22588 2005-01-21 1:26:36.00 2005.060144 -120.0195 37.4198 3.32
25379 2010-08-29 15:54:41.00 2010.662983 -120.9677 37.1940 3.69
25442 2010-10-21 19:21:28.00 2010.806575 -120.0195 37.4198 3.02
Z\r Energy grid_label
1469 9.4201 0.935762 Grid_-121_37
7173 12.1695 0.996766 Grid_-121_37
9256 1.3652 0.813887 Grid_-121_37
10011 11.7397 0.934122 Grid_-121_37
14291 1.2191 0.967743 Grid_-121_37
... ... ... ...
17718 14.1974 0.739042 Grid_-121_37
19599 0.4554 0.787818 Grid_-121_37
22588 5.1265 0.799977 Grid_-121_37
25379 11.2715 0.870418 Grid_-121_37
25442 0.6609 0.736838 Grid_-121_37
[65 rows x 9 columns], 'Grid_-121_38': Date Time Year X Y Magnitude \
15423 1991-01-18 1:13:54.00 1991.051327 -120.0104 38.6988 4.33
15424 1991-01-20 1:19:20.00 1991.055103 -120.0495 38.6432 3.80
15425 1991-01-20 1:21:38.00 1991.056695 -120.0374 38.6081 3.73
15426 1991-01-21 1:23:54.00 1991.058271 -120.0473 38.5701 3.49
15427 1991-01-21 1:26:19.00 1991.059951 -120.0882 38.5284 3.93
15428 1991-01-22 1:29:01.00 1991.061822 -120.1452 38.5695 3.24
15429 1991-01-23 1:33:25.00 1991.064880 -120.1483 38.6275 3.21
15430 1991-01-23 1:33:54.00 1991.065211 -120.1897 38.6010 3.43
15431 1991-01-24 1:36:28.00 1991.066992 -120.1340 38.5464 3.14
15432 1991-01-25 1:39:08.00 1991.068848 -120.1273 38.5749 4.58
15433 1991-01-25 1:42:17.00 1991.071033 -120.0979 38.6104 3.93
15434 1991-01-26 1:45:57.00 1991.073581 -120.0757 38.6665 3.31
15435 1991-01-27 1:49:06.00 1991.075769 -120.0646 38.6437 3.09
15436 1991-01-28 1:51:48.00 1991.077645 -120.0581 38.6815 3.69
15437 1991-01-29 1:54:33.00 1991.079554 -120.0013 38.7283 3.29
17716 1995-08-06 14:23:20.00 1995.599538 -120.7396 38.0117 3.36
17717 1995-08-07 14:24:58.00 1995.600676 -120.7291 38.0363 3.00
17719 1995-08-09 14:34:06.00 1995.607019 -120.7761 38.0333 3.91
17720 1995-08-10 14:37:16.00 1995.609214 -120.7940 38.0876 3.43
17721 1995-08-11 14:39:56.00 1995.611074 -120.7480 38.0545 3.56
17722 1995-08-12 14:46:28.00 1995.615606 -120.7496 38.0982 3.09
17723 1995-08-13 14:47:45.00 1995.616498 -120.7174 38.1110 3.01
17724 1995-08-13 14:48:18.00 1995.616886 -120.6580 38.0693 3.62
Z\r Energy grid_label
15423 9.2041 0.977045 Grid_-121_38
15424 9.2058 0.890001 Grid_-121_38
15425 7.9925 0.877605 Grid_-121_38
15426 8.1154 0.833268 Grid_-121_38
15427 7.7772 0.912426 Grid_-121_38
15428 8.3582 0.783716 Grid_-121_38
15429 7.7271 0.777514 Grid_-121_38
15430 7.0554 0.821707 Grid_-121_38
15431 7.0188 0.762815 Grid_-121_38
15432 7.3040 1.014466 Grid_-121_38
15433 7.5153 0.912426 Grid_-121_38
15434 8.2988 0.797965 Grid_-121_38
15435 9.1618 0.752114 Grid_-121_38
15436 9.1380 0.870418 Grid_-121_38
15437 9.8351 0.793925 Grid_-121_38
17716 14.5858 0.807961 Grid_-121_38
17717 14.6046 0.732408 Grid_-121_38
17719 13.3665 0.909025 Grid_-121_38
17720 13.9171 0.821707 Grid_-121_38
17721 14.6865 0.846507 Grid_-121_38
17722 14.7943 0.752114 Grid_-121_38
17723 13.1233 0.734627 Grid_-121_38
17724 13.2303 0.857649 Grid_-121_38 , 'Grid_-122_34': Date Time Year X Y Magnitude \
415 1960-11-27 21:46:54.00 1960.907570 -121.7080 34.1808 3.34
625 1961-05-18 9:05:53.00 1961.379089 -121.3780 34.4927 3.10
626 1961-05-19 9:10:41.00 1961.382422 -121.3393 34.5177 3.21
627 1961-05-20 9:12:19.00 1961.383563 -121.3120 34.5308 3.01
628 1961-05-20 9:13:26.00 1961.384337 -121.2906 34.5535 3.18
... ... ... ... ... ... ...
26886 2013-10-19 19:13:19.00 2013.800917 -121.4367 34.5557 3.74
26984 2013-12-26 23:40:32.00 2013.986483 -121.3780 34.4927 3.36
27149 2014-04-18 7:09:41.00 2014.298396 -121.5720 34.4127 3.05
29022 2017-08-14 14:53:31.00 2017.620500 -121.4923 34.6177 3.65
30606 2020-09-02 16:08:57.00 2020.672884 -121.4367 34.5557 3.13
Z\r Energy grid_label
415 18.3982 0.803981 Grid_-122_34
625 12.0009 0.754268 Grid_-122_34
626 11.9950 0.777514 Grid_-122_34
627 13.2267 0.734627 Grid_-122_34
628 13.6173 0.771254 Grid_-122_34
... ... ... ...
26886 0.8033 0.879390 Grid_-122_34
26984 3.5385 0.807961 Grid_-122_34
27149 0.2168 0.743428 Grid_-122_34
29022 2.8665 0.863151 Grid_-122_34
30606 7.9730 0.760689 Grid_-122_34
[76 rows x 9 columns], 'Grid_-122_35': Date Time Year X Y Magnitude \
297 1960-08-03 14:10:39.00 1960.590740 -121.0662 35.7077 3.08
310 1960-08-16 15:01:07.00 1960.625785 -121.0968 35.6483 3.05
409 1960-11-22 21:27:40.00 1960.894215 -121.1468 35.6995 3.05
710 1961-07-29 13:49:08.00 1961.575790 -121.1167 35.6910 3.02
769 1961-09-20 17:20:41.00 1961.722704 -121.0537 35.6457 4.01
... ... ... ... ... ... ...
29894 2019-05-02 8:03:31.00 2019.335779 -121.1877 35.6055 4.04
29941 2019-06-06 10:22:28.00 2019.432279 -121.0485 35.6828 3.34
29942 2019-06-07 10:24:44.00 2019.433848 -121.0221 35.6552 3.85
29943 2019-06-07 10:26:47.00 2019.435272 -121.0083 35.6864 3.15
29947 2019-06-08 10:30:27.00 2019.437817 -121.2710 35.5260 3.30
Z\r Energy grid_label
297 20.0000 0.749953 Grid_-122_35
310 19.6903 0.743428 Grid_-122_35
409 18.2645 0.743428 Grid_-122_35
710 14.9854 0.736838 Grid_-122_35
769 10.8540 0.925861 Grid_-122_35
... ... ... ...
29894 19.6928 0.930830 Grid_-122_35
29941 13.6987 0.803981 Grid_-122_35
29942 13.3982 0.898715 Grid_-122_35
29943 12.6854 0.764935 Grid_-122_35
29947 11.7881 0.795948 Grid_-122_35
[211 rows x 9 columns], 'Grid_-122_36': Date Time Year X Y Magnitude \
347 1960-09-24 17:37:45.00 1960.734553 -121.2915 36.6647 3.36
351 1960-09-27 17:49:42.00 1960.742858 -121.3217 36.6907 4.11
367 1960-10-15 18:59:47.00 1960.791519 -121.2740 36.6455 3.64
376 1960-10-23 19:30:46.00 1960.813034 -121.0930 36.5530 3.74
408 1960-11-22 21:27:31.00 1960.894110 -121.2010 36.6020 3.41
... ... ... ... ... ... ...
30781 2021-01-23 1:32:51.00 2021.064488 -121.0935 36.5195 3.06
31545 2022-07-25 13:33:28.00 2022.564913 -121.6845 36.9588 3.17
31587 2022-08-26 15:40:56.00 2022.653427 -121.6978 36.7893 3.36
31595 2022-09-02 16:07:01.00 2022.671543 -121.6762 36.9485 3.36
31735 2022-12-17 23:06:45.00 2022.963023 -121.6327 36.9023 3.21
Z\r Energy grid_label
347 17.3160 0.807961 Grid_-122_36
351 13.2000 0.942282 Grid_-122_36
367 14.2062 0.861322 Grid_-122_36
376 14.5122 0.879390 Grid_-122_36
408 18.7716 0.817808 Grid_-122_36
... ... ... ...
30781 14.3889 0.745610 Grid_-122_36
31545 8.4758 0.769154 Grid_-122_36
31587 3.2684 0.807961 Grid_-122_36
31595 3.9293 0.807961 Grid_-122_36
31735 5.3193 0.777514 Grid_-122_36
[1145 rows x 9 columns], 'Grid_-122_37': Date Time Year X Y Magnitude \
300 1960-08-05 14:21:26.00 1960.598219 -121.8062 37.0038 3.18
333 1960-09-09 16:38:59.00 1960.693750 -121.6720 37.3115 3.90
360 1960-10-09 18:35:02.00 1960.774330 -121.5112 37.0972 3.69
361 1960-10-10 18:39:11.00 1960.777219 -121.9817 37.1630 3.04
375 1960-10-22 19:28:19.00 1960.811334 -121.7245 37.0333 3.45
... ... ... ... ... ... ...
30709 2020-11-23 21:32:51.00 2020.897813 -121.6635 37.2927 3.05
30752 2020-12-28 23:48:30.00 2020.992018 -121.7122 37.3552 3.10
31543 2022-07-24 13:32:19.00 2022.564117 -121.7568 37.8187 3.52
31558 2022-08-02 14:06:00.00 2022.587510 -121.5105 37.8327 3.35
31613 2022-09-16 17:04:13.00 2022.711267 -121.9860 37.1193 3.17
Z\r Energy grid_label
300 19.7040 0.771254 Grid_-122_37
333 18.4034 0.907318 Grid_-122_37
360 12.8749 0.870418 Grid_-122_37
361 13.0227 0.741238 Grid_-122_37
375 14.5285 0.825583 Grid_-122_37
... ... ... ...
30709 12.2276 0.743428 Grid_-122_37
30752 13.8633 0.754268 Grid_-122_37
31543 8.6992 0.838974 Grid_-122_37
31558 8.4166 0.805974 Grid_-122_37
31613 0.0000 0.769154 Grid_-122_37
[710 rows x 9 columns], 'Grid_-122_38': Date Time Year X Y Magnitude \
403 1960-11-19 21:17:15.00 1960.886987 -121.9027 38.6305 3.46
772 1961-09-21 17:23:37.00 1961.724742 -121.8563 38.0588 3.07
7898 1975-08-29 15:51:11.00 1975.660551 -121.9755 38.9828 3.60
7944 1975-09-29 17:56:49.00 1975.747797 -121.9578 38.8498 3.00
7945 1975-09-30 18:00:21.00 1975.750252 -121.9516 38.8789 3.02
... ... ... ... ... ... ...
20398 2000-10-31 20:02:16.00 2000.834918 -121.8563 38.0588 3.11
20399 2000-10-31 20:03:51.00 2000.836013 -121.8064 38.1053 3.96
22814 2005-07-25 13:34:40.00 2005.565747 -121.8563 38.0588 3.07
26357 2012-10-06 18:24:48.00 2012.767230 -121.8563 38.0588 4.85
28845 2017-04-04 6:10:57.00 2017.257613 -121.9027 38.6305 3.45
Z\r Energy grid_label
403 18.8308 0.827512 Grid_-122_38
772 10.9845 0.747785 Grid_-122_38
7898 18.6476 0.853956 Grid_-122_38
7944 17.4549 0.732408 Grid_-122_38
7945 16.7869 0.736838 Grid_-122_38
... ... ... ...
20398 9.5018 0.756415 Grid_-122_38
20399 9.8918 0.917496 Grid_-122_38
22814 3.7425 0.747785 Grid_-122_38
26357 3.4637 1.052652 Grid_-122_38
28845 17.6186 0.825583 Grid_-122_38
[133 rows x 9 columns], 'Grid_-123_36': Date Time Year X Y Magnitude \
338 1960-09-14 16:58:13.00 1960.707099 -122.1450 36.8000 3.09
1547 1963-04-09 6:34:10.00 1963.273733 -122.1450 36.8000 3.02
8241 1976-04-11 6:42:39.00 1976.279620 -122.1695 36.8987 3.18
9678 1979-03-06 4:19:26.00 1979.180164 -122.1850 36.6470 3.48
9877 1979-08-11 14:41:23.00 1979.612082 -122.1830 36.8000 3.48
... ... ... ... ... ... ...
24768 2009-05-01 7:59:50.00 2009.333222 -122.1830 36.8000 3.02
25055 2009-12-14 22:55:53.00 2009.955482 -122.1830 36.8000 3.76
25176 2010-03-19 5:09:13.00 2010.214739 -122.1695 36.8987 3.10
25880 2011-10-10 18:36:41.00 2011.775483 -122.1695 36.8987 3.46
26994 2014-01-02 0:09:47.00 2014.006799 -122.1450 36.8000 3.05
Z\r Energy grid_label
338 19.2510 0.752114 Grid_-123_36
1547 1.4424 0.736838 Grid_-123_36
8241 4.5129 0.771254 Grid_-123_36
9678 15.6712 0.831355 Grid_-123_36
9877 20.0000 0.831355 Grid_-123_36
... ... ... ...
24768 0.4614 0.736838 Grid_-123_36
25055 8.1584 0.882946 Grid_-123_36
25176 11.1357 0.754268 Grid_-123_36
25880 1.0827 0.827512 Grid_-123_36
26994 6.3803 0.743428 Grid_-123_36
[63 rows x 9 columns], 'Grid_-123_37': Date Time Year X Y Magnitude \
238 1960-06-26 11:42:02.00 1960.487523 -122.1113 37.8965 3.00
309 1960-08-16 15:01:05.00 1960.625764 -122.2852 37.9152 3.21
519 1961-02-26 3:45:46.00 1961.156786 -122.1208 37.7412 3.89
714 1961-08-03 14:12:02.00 1961.591691 -122.2852 37.9152 3.41
744 1961-08-22 15:25:52.00 1961.642967 -122.0023 37.8622 3.13
... ... ... ... ... ... ...
30665 2020-10-18 19:12:04.00 2020.800050 -122.0335 37.1748 4.69
30796 2021-02-09 2:40:09.00 2021.111218 -122.5705 37.1527 3.29
30797 2021-02-10 2:43:07.00 2021.113282 -122.5736 37.1049 3.59
30800 2021-02-10 2:45:15.00 2021.114759 -122.1607 37.9262 4.65
31710 2022-11-30 21:59:15.00 2022.916154 -122.0570 37.9380 3.97
Z\r Energy grid_label
238 16.4703 0.732408 Grid_-123_37
309 18.9467 0.777514 Grid_-123_37
519 18.8278 0.905606 Grid_-123_37
714 15.6022 0.817808 Grid_-123_37
744 14.0735 0.760689 Grid_-123_37
... ... ... ...
30665 16.0268 1.030288 Grid_-123_37
30796 14.1791 0.793925 Grid_-123_37
30797 12.4336 0.852101 Grid_-123_37
30800 12.2746 1.024578 Grid_-123_37
31710 1.3928 0.919177 Grid_-123_37
[137 rows x 9 columns], 'Grid_-123_38': Date Time Year X Y Magnitude \
308 1960-08-13 14:52:36.00 1960.619872 -122.7435 38.6830 3.12
348 1960-09-24 17:37:48.00 1960.734594 -122.7768 38.7895 3.03
681 1961-07-05 12:16:16.00 1961.511307 -122.7353 38.7958 3.01
763 1961-09-14 16:57:50.00 1961.706830 -122.9098 38.6807 3.24
1347 1962-11-15 21:01:35.00 1962.876100 -122.8537 38.8433 3.37
... ... ... ... ... ... ...
30602 2020-08-28 15:49:01.00 2020.659045 -122.9138 38.7693 4.17
30759 2021-01-04 0:17:43.00 2021.012310 -122.8260 38.3210 4.17
31540 2022-07-21 13:18:09.00 2022.554276 -122.6250 38.9305 3.21
31549 2022-07-29 13:48:47.00 2022.575544 -122.7433 38.7850 3.41
31733 2022-12-16 23:01:58.00 2022.959707 -122.7472 38.8302 3.22
Z\r Energy grid_label
308 18.7852 0.758555 Grid_-123_38
348 15.2532 0.739042 Grid_-123_38
681 12.7876 0.734627 Grid_-123_38
763 11.6497 0.783716 Grid_-123_38
1347 17.2956 0.809942 Grid_-123_38
... ... ... ...
30602 6.8068 0.951944 Grid_-123_38
30759 13.7957 0.951944 Grid_-123_38
31540 7.7905 0.777514 Grid_-123_38
31549 9.1237 0.817808 Grid_-123_38
31733 6.0944 0.779588 Grid_-123_38
[555 rows x 9 columns]}
70
usgs['grid_label'] = usgs.apply(assign_grid_labels_usgs, axis=1)
grid_usgs = {}
for label, group in usgs.groupby('grid_label'):
grid_usgs[label] = group
print(grid_usgs)
print(len(grid_usgs))
{'Grid_-114_32': latitude longitude depth mag magType nst gap dmin rms net \
10377 32.448 -113.719 5.967 3.21 mc 0.0 326.1 0.713 0.296 ci
20862 32.419 -113.773 -0.033 3.53 mc 0.0 306.4 NaN 0.234 ci
20874 32.390 -113.800 6.0 3.10 ml NaN NaN NaN NaN us
20991 32.225 -113.681 -0.039 3.04 mc 0.0 304.2 NaN 0.446 ci
21127 32.471 -113.890 -0.033 3.28 mc 0.0 299.0 NaN 0.417 ci
21243 32.475 -113.989 -0.025 3.08 mc 0.0 0.0 NaN 0.262 ci
21676 32.324 -113.912 -0.011 3.07 mc 0.0 0.0 NaN 0.467 ci
... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997 Unnamed: 998 \
10377 ... NaN NaN NaN NaN NaN
20862 ... NaN NaN NaN NaN NaN
20874 ... NaN NaN NaN NaN NaN
20991 ... NaN NaN NaN NaN NaN
21127 ... NaN NaN NaN NaN NaN
21243 ... NaN NaN NaN NaN NaN
21676 ... NaN NaN NaN NaN NaN
Unnamed: 999 \r Date Energy grid_label
10377 NaN \r 2001-01-17 0.777514 Grid_-114_32
20862 NaN \r 1986-04-19 0.840865 Grid_-114_32
20874 NaN \r 1986-04-05 0.754268 Grid_-114_32
20991 NaN \r 1985-12-21 0.741238 Grid_-114_32
21127 NaN \r 1985-08-17 0.791896 Grid_-114_32
21243 NaN \r 1985-05-25 0.749953 Grid_-114_32
21676 NaN \r 1984-10-07 0.747785 Grid_-114_32
[7 rows x 1003 columns], 'Grid_-114_33': latitude longitude depth mag magType nst gap dmin rms net \
27007 33.048 -113.946 21.21 3.00 mh 0.0 291.0 0.74 0.232 ci
27603 33.871 -113.702 3.0 3.78 mh 0.0 343.8 4.316 0.0 ci
... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997 Unnamed: 998 \
27007 ... NaN NaN NaN NaN NaN
27603 ... NaN NaN NaN NaN NaN
Unnamed: 999 \r Date Energy grid_label
27007 NaN \r 1978-02-06 0.732408 Grid_-114_33
27603 NaN \r 1976-11-10 0.886483 Grid_-114_33
[2 rows x 1003 columns], 'Grid_-114_34': latitude longitude depth mag magType nst gap dmin rms net ... \
19660 34.853 -113.732 5.0 3.0 ml NaN NaN NaN 0.4 us ...
Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997 Unnamed: 998 \
19660 NaN NaN NaN NaN NaN
Unnamed: 999 \r Date Energy grid_label
19660 NaN \r 1987-09-20 0.732408 Grid_-114_34
[1 rows x 1003 columns], 'Grid_-114_35': latitude longitude depth mag magType nst gap dmin rms \
7847 35.066833 -113.888167 6.225 3.18 ml 2 347.0 0.8376 0.02
17232 35.516000 -113.584000 4.739 3.02 md 0.0 259.0 NaN 0.953
27068 35.366000 -113.978333 0.01 3.00 mh 6.0 301.0 1.197 0.2
net ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997 \
7847 ci ... NaN NaN NaN NaN
17232 ci ... NaN NaN NaN NaN
27068 ci ... NaN NaN NaN NaN
Unnamed: 998 Unnamed: 999 \r Date Energy grid_label
7847 NaN NaN \r 2008-01-05 0.771254 Grid_-114_35
17232 NaN NaN \r 1992-03-13 0.736838 Grid_-114_35
27068 NaN NaN \r 1977-12-23 0.732408 Grid_-114_35
[3 rows x 1003 columns], 'Grid_-114_36': latitude longitude depth mag magType nst gap dmin rms \
3167 36.383700 -113.787000 13.69 3.50 mwr NaN 37.0 0.763 0.34
3168 36.390500 -113.824100 6.39 3.80 mwr NaN 26.0 0.762 0.49
3581 36.545700 -113.875500 5.18 3.40 mwr NaN 44.0 0.604 0.47
3612 36.982667 -113.562667 13.27 3.43 ml 30.0 103.0 0.07349 0.21
3959 36.490900 -113.995400 5.0 3.80 ml NaN 15.0 0.66 0.68
4779 36.572700 -113.870300 5 3.30 mwr NaN 26 0.667 0.8
5381 36.666000 -113.794000 0.3 3.40 md 83 23.1 NaN NaN
7605 36.465000 -113.581000 5.0 3.70 mwr 36 47.1 NaN 1.04
8437 36.185000 -113.854000 5.0 3.20 ml 37 68.7 NaN 0.91
12011 36.281000 -113.984000 5.0 3.30 ml NaN NaN NaN 0.83
26219 36.796000 -113.984000 5.0 3.70 ml NaN NaN NaN NaN
net ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997 \
3167 us ... NaN NaN NaN NaN
3168 us ... NaN NaN NaN NaN
3581 us ... NaN NaN NaN NaN
3612 uu ... NaN NaN NaN NaN
3959 us ... NaN NaN NaN NaN
4779 us ... NaN NaN NaN NaN
5381 us ... NaN NaN NaN NaN
7605 us ... NaN NaN NaN NaN
8437 us ... NaN NaN NaN NaN
12011 us ... NaN NaN NaN NaN
26219 us ... NaN NaN NaN NaN
Unnamed: 998 Unnamed: 999 \r Date Energy grid_label
3167 NaN NaN \r 2019-06-29 0.835175 Grid_-114_36
3168 NaN NaN \r 2019-06-29 0.890001 Grid_-114_36
3581 NaN NaN \r 2017-08-28 0.815850 Grid_-114_36
3612 NaN NaN \r 2017-07-12 0.821707 Grid_-114_36
3959 NaN NaN \r 2016-04-17 0.890001 Grid_-114_36
4779 NaN NaN \r 2014-01-10 0.795948 Grid_-114_36
5381 NaN NaN \r 2011-12-14 0.815850 Grid_-114_36
7605 NaN NaN \r 2008-03-27 0.872222 Grid_-114_36
8437 NaN NaN \r 2005-11-20 0.775434 Grid_-114_36
12011 NaN NaN \r 1998-08-22 0.795948 Grid_-114_36
26219 NaN NaN \r 1979-08-05 0.872222 Grid_-114_36
[11 rows x 1003 columns], 'Grid_-114_37': latitude longitude depth mag magType nst gap dmin \
3297 37.494667 -113.849167 8.89 3.82 ml 21.0 75.0 0.03338
3961 37.499667 -113.938167 4.06 3.43 ml 17.0 87.0 0.07489
4023 37.512167 -113.921667 1.03 4.24 ml 21.0 59.0 0.07199
4029 37.505667 -113.939167 1.64 3.32 ml 21.0 76.0 0.079
4701 37.345500 -113.799667 -0.68 3.48 ml 22 65 0.1247
5329 37.333000 -113.792000 6.95 3.07 ml 13 147.0 0.2114
5364 37.380167 -113.844333 11.5 3.04 ml 12 187.0 0.2387
13018 37.050000 -113.943000 0.0 4.16 md 0.0 352.8 3.245
13260 37.501167 -113.955333 3.99 3.11 ml 12.0 195.0 0.3514
13530 37.655167 -113.779000 14.52 3.08 md 12.0 281.0 0.2995
13883 37.857500 -113.725333 5.2 3.14 md 11.0 258.0 0.2361
18652 37.607667 -113.968833 11.37 3.92 md 6.0 205.0 NaN
18655 37.261500 -113.860333 5.58 3.00 md 6.0 233.0 NaN
18708 37.133167 -113.866333 -0.36 3.09 md 7.0 244.0 0.7363
19030 37.084500 -113.803167 1.5 3.42 md 11.0 159.0 0.9093
19944 37.777833 -113.820667 7.2 3.48 md 13.0 145.0 0.3015
21214 37.797333 -113.777667 25.65 3.07 md 15.0 150.0 0.5753
21523 37.075500 -113.560667 -0.66 3.21 md 11.0 207.0 0.7157
22916 37.345667 -113.960833 -1.251 3.50 mh 9 322 NaN
30683 37.000000 -114.000000 6 3.77 ml 5 322 2.833
rms net ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997 \
3297 0.2 uu ... NaN NaN NaN NaN
3961 0.14 uu ... NaN NaN NaN NaN
4023 0.23 uu ... NaN NaN NaN NaN
4029 0.14 uu ... NaN NaN NaN NaN
4701 0.16 uu ... NaN NaN NaN NaN
5329 0.23 uu ... NaN NaN NaN NaN
5364 0.2 uu ... NaN NaN NaN NaN
13018 6.256 ci ... NaN NaN NaN NaN
13260 0.27 uu ... NaN NaN NaN NaN
13530 0.34 uu ... NaN NaN NaN NaN
13883 0.14 uu ... NaN NaN NaN NaN
18652 0.13 uu ... NaN NaN NaN NaN
18655 0.3 uu ... NaN NaN NaN NaN
18708 0.25 uu ... NaN NaN NaN NaN
19030 0.31 uu ... NaN NaN NaN NaN
19944 0.38 uu ... NaN NaN NaN NaN
21214 0.38 uu ... NaN NaN NaN NaN
21523 0.39 uu ... NaN NaN NaN NaN
22916 1.57 ci ... NaN NaN NaN NaN
30683 1.83 ci ... NaN NaN NaN NaN
Unnamed: 998 Unnamed: 999 \r Date Energy grid_label
3297 NaN NaN \r 2019-01-16 0.893500 Grid_-114_37
3961 NaN NaN \r 2016-04-13 0.821707 Grid_-114_37
4023 NaN NaN \r 2016-01-15 0.963042 Grid_-114_37
4029 NaN NaN \r 2016-01-09 0.799977 Grid_-114_37
4701 NaN NaN \r 2014-04-04 0.831355 Grid_-114_37
5329 NaN NaN \r 2012-02-29 0.747785 Grid_-114_37
5364 NaN NaN \r 2012-01-24 0.741238 Grid_-114_37
13018 NaN NaN \r 1996-07-22 0.950343 Grid_-114_37
13260 NaN NaN \r 1995-12-29 0.756415 Grid_-114_37
13530 NaN NaN \r 1995-06-18 0.749953 Grid_-114_37
13883 NaN NaN \r 1994-09-16 0.762815 Grid_-114_37
18652 NaN NaN \r 1989-05-01 0.910728 Grid_-114_37
18655 NaN NaN \r 1989-04-30 0.732408 Grid_-114_37
18708 NaN NaN \r 1989-03-10 0.752114 Grid_-114_37
19030 NaN NaN \r 1988-08-21 0.819760 Grid_-114_37
19944 NaN NaN \r 1987-02-14 0.831355 Grid_-114_37
21214 NaN NaN \r 1985-06-19 0.747785 Grid_-114_37
21523 NaN NaN \r 1984-11-25 0.777514 Grid_-114_37
22916 NaN NaN \r 1983-02-08 0.835175 Grid_-114_37
30683 NaN NaN \r 1970-11-03 0.884717 Grid_-114_37
[20 rows x 1003 columns], 'Grid_-115_32': latitude longitude depth mag magType nst gap dmin \
6381 32.186333 -114.963833 14.431 3.07 ml 7 263.0 0.1503
8425 32.237667 -114.946167 5.983 3.10 ml 14 287.0 0.5012
8427 32.223833 -114.984167 5.983 3.25 ml 16 286.0 0.5139
9994 32.306000 -114.968500 6.863 3.18 ml 7 275.4 0.6411
9996 32.339500 -114.990333 6.843 3.41 ml 7 277.3 0.6035
10000 32.312500 -114.995000 6.712 3.16 ml 5 278.9 0.6221
10383 32.311333 -114.923500 5.981 3.20 ml 10.0 236.6 0.3955
10428 32.278000 -114.884000 5.094 4.06 ml 0.0 326.6 1.1
14739 32.433000 -115.000000 5.98 3.01 mc 0 247 0.3056
14745 32.249000 -114.970000 5.962 3.00 mh 0 246.9 0.4654
18785 32.432000 -114.605000 7.1 3.18 mc 0.0 272.7 NaN
18786 32.401000 -114.600000 5.98 3.40 mc 0.0 280.6 NaN
18787 32.494000 -114.626000 0.954 3.42 mc 0.0 199.0 NaN
20897 32.476000 -114.077000 0.0 3.40 ml NaN NaN NaN
20964 32.534000 -114.074000 5.84 3.04 mc 0.0 300.0 NaN
21202 32.288000 -114.714000 5.828 3.07 mc 0.0 259.2 NaN
21320 32.500000 -114.030000 6.0 3.30 ml NaN NaN NaN
21799 32.462000 -114.008000 5.975 3.30 mc 0.0 293.5 NaN
22480 32.217000 -114.883000 5.0 3.50 ml NaN NaN NaN
23602 32.515000 -114.759000 5.843 3.32 mc 0.0 199.3 NaN
24173 32.567000 -114.683000 5.0 3.10 ml NaN NaN NaN
25709 32.237167 -114.391167 6.0 3.08 ml 8.0 307.0 0.3444
28805 32.190000 -114.845000 6.0 3.07 mh 0.0 289.5 0.8592
31547 32.388000 -114.988833 6.0 3.29 mh 3.0 305.0 1.425
32149 32.456500 -114.763167 6 4.40 mh 3 309 1.448
32845 32.196000 -114.997500 6.0 3.70 mh 4.0 309.0 1.496
rms net ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997 \
6381 0.22 ci ... NaN NaN NaN NaN
8425 0.54 ci ... NaN NaN NaN NaN
8427 0.34 ci ... NaN NaN NaN NaN
9994 0.3 ci ... NaN NaN NaN NaN
9996 0.48 ci ... NaN NaN NaN NaN
10000 0.43 ci ... NaN NaN NaN NaN
10383 0.39 ci ... NaN NaN NaN NaN
10428 0.268 ci ... NaN NaN NaN NaN
14739 0.2 ci ... NaN NaN NaN NaN
14745 0.264 ci ... NaN NaN NaN NaN
18785 0.091 ci ... NaN NaN NaN NaN
18786 0.107 ci ... NaN NaN NaN NaN
18787 0.068 ci ... NaN NaN NaN NaN
20897 0.8 us ... NaN NaN NaN NaN
20964 0.28 ci ... NaN NaN NaN NaN
21202 0.222 ci ... NaN NaN NaN NaN
21320 NaN us ... NaN NaN NaN NaN
21799 0.441 ci ... NaN NaN NaN NaN
22480 NaN us ... NaN NaN NaN NaN
23602 0.366 ci ... NaN NaN NaN NaN
24173 NaN us ... NaN NaN NaN NaN
25709 0.37 ci ... NaN NaN NaN NaN
28805 0.625 ci ... NaN NaN NaN NaN
31547 0.13 ci ... NaN NaN NaN NaN
32149 1.11 ci ... NaN NaN NaN NaN
32845 0.99 ci ... NaN NaN NaN NaN
Unnamed: 998 Unnamed: 999 \r Date Energy grid_label
6381 NaN NaN \r 2010-04-10 0.747785 Grid_-115_32
8425 NaN NaN \r 2005-12-01 0.754268 Grid_-115_32
8427 NaN NaN \r 2005-12-01 0.785770 Grid_-115_32
9994 NaN NaN \r 2002-01-05 0.771254 Grid_-115_32
9996 NaN NaN \r 2002-01-05 0.817808 Grid_-115_32
10000 NaN NaN \r 2002-01-05 0.767048 Grid_-115_32
10383 NaN NaN \r 2001-01-07 0.775434 Grid_-115_32
10428 NaN NaN \r 2000-12-04 0.934122 Grid_-115_32
14739 NaN NaN \r 1993-10-29 0.734627 Grid_-115_32
14745 NaN NaN \r 1993-10-26 0.732408 Grid_-115_32
18785 NaN NaN \r 1989-02-06 0.771254 Grid_-115_32
18786 NaN NaN \r 1989-02-05 0.815850 Grid_-115_32
18787 NaN NaN \r 1989-02-05 0.819760 Grid_-115_32
20897 NaN NaN \r 1986-03-24 0.815850 Grid_-115_32
20964 NaN NaN \r 1986-01-19 0.741238 Grid_-115_32
21202 NaN NaN \r 1985-07-06 0.747785 Grid_-115_32
21320 NaN NaN \r 1985-03-30 0.795948 Grid_-115_32
21799 NaN NaN \r 1984-07-07 0.795948 Grid_-115_32
22480 NaN NaN \r 1983-06-04 0.835175 Grid_-115_32
23602 NaN NaN \r 1982-02-02 0.799977 Grid_-115_32
24173 NaN NaN \r 1981-03-16 0.754268 Grid_-115_32
25709 NaN NaN \r 1980-01-08 0.749953 Grid_-115_32
28805 NaN NaN \r 1975-04-28 0.747785 Grid_-115_32
31547 NaN NaN \r 1967-09-26 0.793925 Grid_-115_32
32149 NaN NaN \r 1964-05-15 0.987736 Grid_-115_32
32845 NaN NaN \r 1960-08-10 0.872222 Grid_-115_32
[26 rows x 1003 columns], 'Grid_-115_33': latitude longitude depth mag magType nst gap dmin rms \
12683 33.082000 -114.958 -0.113 3.72 mc 0.0 164.9 0.1108 0.076
12742 33.077000 -114.963 -0.11 3.08 mc 0.0 196.0 0.1053 0.083
12964 33.067000 -114.928 -0.093 3.67 mc 0.0 169.9 0.1035 0.254
13644 33.064000 -114.940 -0.113 3.10 mc 0.0 166.8 0.09696 0.098
17295 33.867000 -114.294 -0.259 3.37 mc 0.0 257.7 NaN 0.486
18514 33.570167 -114.458 5.682 3.22 mc 26.0 252.0 NaN 0.63
19371 33.060000 -115.000 -0.459 3.39 mc 0.0 165.0 0.1455 0.055
22925 33.255000 -114.680 -0.42 3.26 mc 0 228.1 0.2375 0.295
23134 33.385000 -114.523 5.967 3.05 mc 0 278.8 NaN 3.909
net ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997 \
12683 ci ... NaN NaN NaN NaN
12742 ci ... NaN NaN NaN NaN
12964 ci ... NaN NaN NaN NaN
13644 ci ... NaN NaN NaN NaN
17295 ci ... NaN NaN NaN NaN
18514 ci ... NaN NaN NaN NaN
19371 ci ... NaN NaN NaN NaN
22925 ci ... NaN NaN NaN NaN
23134 ci ... NaN NaN NaN NaN
Unnamed: 998 Unnamed: 999 \r Date Energy grid_label
12683 NaN NaN \r 1997-06-20 0.875816 Grid_-115_33
12742 NaN NaN \r 1997-04-21 0.749953 Grid_-115_33
12964 NaN NaN \r 1996-09-24 0.866794 Grid_-115_33
13644 NaN NaN \r 1995-02-25 0.754268 Grid_-115_33
17295 NaN NaN \r 1992-01-06 0.809942 Grid_-115_33
18514 NaN NaN \r 1989-09-21 0.779588 Grid_-115_33
19371 NaN NaN \r 1987-11-30 0.813887 Grid_-115_33
22925 NaN NaN \r 1983-02-02 0.787818 Grid_-115_33
23134 NaN NaN \r 1982-10-22 0.743428 Grid_-115_33
[9 rows x 1003 columns], 'Grid_-115_35': latitude longitude depth mag magType nst gap dmin \
12943 35.876000 -114.644000 5.0 3.70 ml NaN NaN NaN
13188 35.919000 -114.679000 5.0 3.40 ml NaN NaN NaN
13695 35.957000 -114.863000 5.0 3.60 ml NaN NaN NaN
19082 35.918000 -114.916000 5.0 3.70 ml NaN NaN NaN
19148 35.933000 -114.896000 5.0 3.20 ml NaN NaN NaN
19175 35.974000 -114.995000 0.0 3.00 ml NaN NaN NaN
19231 35.918000 -114.922000 5.0 3.10 ml NaN NaN NaN
19239 35.889000 -114.924000 5.0 3.40 ml NaN NaN NaN
19258 35.910000 -114.937000 5.0 3.70 ml NaN NaN NaN
21135 35.976000 -114.644000 5.0 3.30 ml NaN NaN NaN
22533 35.000000 -114.500000 -0.629 3.09 mc 0 337.1 0.9631
22893 35.973000 -114.711000 5 3.90 ml NaN NaN NaN
23098 35.943000 -114.317000 5.073 3.12 mc 0 259.2 NaN
24180 35.948000 -114.799000 2.0 3.20 ml NaN NaN NaN
24181 35.913500 -114.716167 4.739 3.04 mc 16.0 166.0 NaN
31751 35.470167 -114.594500 6 3.76 ml 7 267 1.815
32045 35.958833 -114.654667 6 3.61 ml 3 293 1.871
32383 35.979833 -114.880167 6 3.14 ml 6 289 1.708
32388 35.912333 -114.983333 6 3.11 ml 5 259 1.605
32389 35.961500 -114.861333 6 4.82 ml 13 264 1.715
rms net ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997 \
12943 0.52 us ... NaN NaN NaN NaN
13188 0.6 us ... NaN NaN NaN NaN
13695 0.7 us ... NaN NaN NaN NaN
19082 0.7 us ... NaN NaN NaN NaN
19148 0.5 us ... NaN NaN NaN NaN
19175 0.6 us ... NaN NaN NaN NaN
19231 0.4 us ... NaN NaN NaN NaN
19239 0.8 us ... NaN NaN NaN NaN
19258 0.4 us ... NaN NaN NaN NaN
21135 0.7 us ... NaN NaN NaN NaN
22533 1.838 ci ... NaN NaN NaN NaN
22893 0.7 us ... NaN NaN NaN NaN
23098 0.94 ci ... NaN NaN NaN NaN
24180 0.4 us ... NaN NaN NaN NaN
24181 0.87 ci ... NaN NaN NaN NaN
31751 0.79 ci ... NaN NaN NaN NaN
32045 0.73 ci ... NaN NaN NaN NaN
32383 0.66 ci ... NaN NaN NaN NaN
32388 0.72 ci ... NaN NaN NaN NaN
32389 0.62 ci ... NaN NaN NaN NaN
Unnamed: 998 Unnamed: 999 \r Date Energy grid_label
12943 NaN NaN \r 1996-10-22 0.872222 Grid_-115_35
13188 NaN NaN \r 1996-01-31 0.815850 Grid_-115_35
13695 NaN NaN \r 1995-01-01 0.853956 Grid_-115_35
19082 NaN NaN \r 1988-07-04 0.872222 Grid_-115_35
19148 NaN NaN \r 1988-05-28 0.775434 Grid_-115_35
19175 NaN NaN \r 1988-05-04 0.732408 Grid_-115_35
19231 NaN NaN \r 1988-03-17 0.754268 Grid_-115_35
19239 NaN NaN \r 1988-03-07 0.815850 Grid_-115_35
19258 NaN NaN \r 1988-02-23 0.872222 Grid_-115_35
21135 NaN NaN \r 1985-08-12 0.795948 Grid_-115_35
22533 NaN NaN \r 1983-05-17 0.752114 Grid_-115_35
22893 NaN NaN \r 1983-02-23 0.907318 Grid_-115_35
23098 NaN NaN \r 1982-11-27 0.758555 Grid_-115_35
24180 NaN NaN \r 1981-03-13 0.775434 Grid_-115_35
24181 NaN NaN \r 1981-03-12 0.741238 Grid_-115_35
31751 NaN NaN \r 1966-07-23 0.882946 Grid_-115_35
32045 NaN NaN \r 1964-12-20 0.855805 Grid_-115_35
32383 NaN NaN \r 1963-04-02 0.762815 Grid_-115_35
32388 NaN NaN \r 1963-03-26 0.756415 Grid_-115_35
32389 NaN NaN \r 1963-03-25 1.048516 Grid_-115_35
[20 rows x 1003 columns], 'Grid_-115_36': latitude longitude depth mag magType nst gap dmin \
609 36.415600 -114.865500 9.5 3.00 ml 20.0 145.93 0.24
3945 36.509700 -114.019000 3.93 3.40 mwr NaN 33.0 0.643
3948 36.462000 -114.026300 5.48 3.80 mwr NaN 28.0 0.691
5121 36.431000 -114.432000 0.0 3.10 ml 46 45.2 NaN
5136 36.486000 -114.878900 13.3 3.60 ml 8 132.22 0.224
7095 36.042400 -114.557700 12.0 3.30 ml 6 167.62 0.394
7352 36.043900 -114.831600 6.0 3.00 ml 10 170.32 0.206
7404 36.235300 -114.553900 10.8 3.80 ml 7 175.78 0.37
7406 36.272900 -114.547800 9.7 3.70 ml 7 159.1 0.381
7411 36.175300 -114.522500 0.0 3.40 mw 6 98.52 0.394
7412 36.186900 -114.526500 0.0 3.30 ml 7 120.89 0.39
10433 36.051000 -114.980000 6.0 3.00 ml 14.0 NaN NaN
11790 36.458000 -114.515000 5.0 3.00 ml NaN NaN NaN
13772 36.081000 -114.119000 5.0 3.60 ml NaN NaN NaN
14108 36.790167 -114.656333 4.739 3.00 mh 3.0 331.0 2.126
15054 36.203000 -114.013000 5 3.50 ml NaN NaN NaN
15165 36.384000 -114.970000 4.739 3.00 md 0 307.7 NaN
15258 36.444000 -114.021000 5 3.40 ml NaN NaN NaN
18199 36.965000 -114.921000 5.0 3.10 ml NaN NaN NaN
19242 36.941000 -114.537000 5.0 3.80 ml NaN NaN NaN
21032 36.088000 -114.653000 5.0 3.10 ml NaN NaN NaN
21186 36.010000 -114.638000 4.899 3.45 ml 0.0 286.0 NaN
22175 36.483000 -114.560000 5.0 3.30 ml NaN NaN NaN
22911 36.040000 -114.722000 5 3.00 ml NaN NaN NaN
22912 36.079833 -114.581000 4.739 3.19 mc 15 296 1.523
23088 36.023000 -114.826000 5 3.70 ml NaN NaN NaN
23118 36.033000 -114.375000 5 3.30 ml NaN NaN NaN
26534 36.102167 -114.407333 6.0 3.41 mh 11.0 269.0 1.623
27270 36.610333 -114.635167 6.0 3.45 ml 2.0 342.0 2.523
27272 36.075833 -114.463333 6.0 3.34 ml 13.0 276.0 NaN
27671 36.026000 -114.735000 5.0 3.00 ml NaN NaN NaN
29788 36.081000 -114.639000 5 3.10 ml NaN NaN NaN
30130 36.856000 -114.782333 6 3.61 ml 5 312 NaN
30797 36.949500 -114.908167 6.0 4.03 ml 6.0 310.0 2.25
31990 36.482833 -114.381500 6 4.03 ml 3 303 2.294
32101 36.134833 -114.657000 6 4.41 ml 12 295 1.936
32103 36.920000 -114.659333 6 3.47 mh 3 339 2.372
rms net ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997 \
609 0.1713 nn ... NaN NaN NaN NaN
3945 0.67 us ... NaN NaN NaN NaN
3948 0.64 us ... NaN NaN NaN NaN
5121 NaN us ... NaN NaN NaN NaN
5136 0.1366 nn ... NaN NaN NaN NaN
7095 0.128 nn ... NaN NaN NaN NaN
7352 0.1713 nn ... NaN NaN NaN NaN
7404 0.1325 nn ... NaN NaN NaN NaN
7406 0.134 nn ... NaN NaN NaN NaN
7411 0.1455 nn ... NaN NaN NaN NaN
7412 0.1156 nn ... NaN NaN NaN NaN
10433 NaN us ... NaN NaN NaN NaN
11790 0.81 us ... NaN NaN NaN NaN
13772 0.4 us ... NaN NaN NaN NaN
14108 0.35 ci ... NaN NaN NaN NaN
15054 0.8 us ... NaN NaN NaN NaN
15165 0.245 ci ... NaN NaN NaN NaN
15258 1.2 us ... NaN NaN NaN NaN
18199 0.7 us ... NaN NaN NaN NaN
19242 0.6 us ... NaN NaN NaN NaN
21032 1.3 us ... NaN NaN NaN NaN
21186 0.614 ci ... NaN NaN NaN NaN
22175 0.4 us ... NaN NaN NaN NaN
22911 0.7 us ... NaN NaN NaN NaN
22912 0.24 ci ... NaN NaN NaN NaN
23088 0.5 us ... NaN NaN NaN NaN
23118 0.8 us ... NaN NaN NaN NaN
26534 0.89 ci ... NaN NaN NaN NaN
27270 0.01 ci ... NaN NaN NaN NaN
27272 1.15 ci ... NaN NaN NaN NaN
27671 NaN us ... NaN NaN NaN NaN
29788 NaN us ... NaN NaN NaN NaN
30130 0.66 ci ... NaN NaN NaN NaN
30797 1.1 ci ... NaN NaN NaN NaN
31990 0.59 ci ... NaN NaN NaN NaN
32101 0.36 ci ... NaN NaN NaN NaN
32103 0.51 ci ... NaN NaN NaN NaN
Unnamed: 998 Unnamed: 999 \r Date Energy grid_label
609 NaN NaN \r 2021-09-24 0.732408 Grid_-115_36
3945 NaN NaN \r 2016-05-06 0.815850 Grid_-115_36
3948 NaN NaN \r 2016-05-05 0.890001 Grid_-115_36
5121 NaN NaN \r 2012-10-11 0.754268 Grid_-115_36
5136 NaN NaN \r 2012-09-25 0.853956 Grid_-115_36
7095 NaN NaN \r 2009-10-09 0.795948 Grid_-115_36
7352 NaN NaN \r 2008-12-04 0.732408 Grid_-115_36
7404 NaN NaN \r 2008-10-26 0.890001 Grid_-115_36
7406 NaN NaN \r 2008-10-26 0.872222 Grid_-115_36
7411 NaN NaN \r 2008-10-18 0.815850 Grid_-115_36
7412 NaN NaN \r 2008-10-17 0.795948 Grid_-115_36
10433 NaN NaN \r 2000-12-01 0.732408 Grid_-115_36
11790 NaN NaN \r 1999-03-02 0.732408 Grid_-115_36
13772 NaN NaN \r 1994-10-29 0.853956 Grid_-115_36
14108 NaN NaN \r 1994-05-31 0.732408 Grid_-115_36
15054 NaN NaN \r 1993-05-12 0.835175 Grid_-115_36
15165 NaN NaN \r 1993-01-21 0.732408 Grid_-115_36
15258 NaN NaN \r 1992-12-04 0.815850 Grid_-115_36
18199 NaN NaN \r 1990-01-02 0.754268 Grid_-115_36
19242 NaN NaN \r 1988-03-03 0.890001 Grid_-115_36
21032 NaN NaN \r 1985-11-16 0.754268 Grid_-115_36
21186 NaN NaN \r 1985-07-23 0.825583 Grid_-115_36
22175 NaN NaN \r 1983-11-03 0.795948 Grid_-115_36
22911 NaN NaN \r 1983-02-16 0.732408 Grid_-115_36
22912 NaN NaN \r 1983-02-15 0.773347 Grid_-115_36
23088 NaN NaN \r 1982-12-07 0.872222 Grid_-115_36
23118 NaN NaN \r 1982-11-01 0.795948 Grid_-115_36
26534 NaN NaN \r 1978-12-10 0.817808 Grid_-115_36
27270 NaN NaN \r 1977-07-20 0.825583 Grid_-115_36
27272 NaN NaN \r 1977-07-19 0.803981 Grid_-115_36
27671 NaN NaN \r 1976-10-04 0.732408 Grid_-115_36
29788 NaN NaN \r 1973-12-26 0.754268 Grid_-115_36
30130 NaN NaN \r 1972-01-24 0.855805 Grid_-115_36
30797 NaN NaN \r 1970-03-19 0.929178 Grid_-115_36
31990 NaN NaN \r 1965-05-03 0.929178 Grid_-115_36
32101 NaN NaN \r 1964-09-23 0.989250 Grid_-115_36
32103 NaN NaN \r 1964-09-16 0.829436 Grid_-115_36
[37 rows x 1003 columns], 'Grid_-115_37': latitude longitude depth mag magType nst gap dmin rms \
1882 37.7952 -114.3039 7.4 3.10 ml 10.0 69.59 0.212 0.1837
1883 37.8016 -114.3058 6.3 3.60 ml 11.0 70.82 0.207 0.2203
1884 37.7950 -114.3031 3.2 3.70 ml 13.0 64.95 0.213 0.1627
3166 37.7874 -114.3137 3.1 4.20 ml 74.0 88.57 0.213 0.162
3512 37.6169 -114.5263 12.6 3.00 ml 35.0 60.88 0.332 0.1644
... ... ... ... ... ... ... ... ... ...
31737 37.3000 -114.2000 33.0 4.60 mb NaN NaN NaN NaN
31738 37.3000 -114.2000 34.0 4.20 mb NaN NaN NaN NaN
31739 37.3000 -114.1000 33.0 4.90 mb NaN NaN NaN NaN
31740 37.4000 -114.2000 33.0 4.60 mb NaN NaN NaN NaN
31741 37.3800 -114.1570 10.0 5.65 mw NaN NaN NaN NaN
net ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997 \
1882 nn ... NaN NaN NaN NaN
1883 nn ... NaN NaN NaN NaN
1884 nn ... NaN NaN NaN NaN
3166 nn ... NaN NaN NaN NaN
3512 nn ... NaN NaN NaN NaN
... ... ... ... ... ... ...
31737 ushis ... NaN NaN NaN NaN
31738 ushis ... NaN NaN NaN NaN
31739 ushis ... NaN NaN NaN NaN
31740 ushis ... NaN NaN NaN NaN
31741 iscgem ... NaN NaN NaN NaN
Unnamed: 998 Unnamed: 999 \r Date Energy grid_label
1882 NaN NaN \r 2020-02-02 0.754268 Grid_-115_37
1883 NaN NaN \r 2020-02-02 0.853956 Grid_-115_37
1884 NaN NaN \r 2020-02-02 0.872222 Grid_-115_37
3166 NaN NaN \r 2019-06-30 0.956723 Grid_-115_37
3512 NaN NaN \r 2017-12-14 0.732408 Grid_-115_37
... ... ... .. ... ... ...
31737 NaN NaN \r 1966-08-18 1.017371 Grid_-115_37
31738 NaN NaN \r 1966-08-18 0.956723 Grid_-115_37
31739 NaN NaN \r 1966-08-17 1.059490 Grid_-115_37
31740 NaN NaN \r 1966-08-16 1.017371 Grid_-115_37
31741 NaN NaN \r 1966-08-16 1.154437 Grid_-115_37
[85 rows x 1003 columns], 'Grid_-115_38': latitude longitude depth mag magType nst gap dmin rms net \
13567 38.508000 -114.629000 5.0 3.40 md NaN NaN NaN 0.8 us
13620 38.829000 -114.980000 5.0 3.30 ml NaN NaN NaN 0.9 us
14144 38.057000 -114.260000 8.96 3.08 md NaN NaN NaN NaN ci
19035 38.854000 -114.639000 5.0 3.70 ml NaN NaN NaN 0.5 us
21431 38.864000 -114.613000 5.0 4.10 ml NaN NaN NaN 0.6 us
25532 38.020333 -114.804667 6.0 3.00 mh 9.0 328.0 3.274 1.75 ci
26186 38.162833 -114.310500 6.0 4.14 ml 8.0 303.0 NaN 4.11 ci
31030 38.044000 -114.412000 6.0 4.06 ml 8.0 318.0 3.345 0.77 ci
... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997 Unnamed: 998 \
13567 ... NaN NaN NaN NaN NaN
13620 ... NaN NaN NaN NaN NaN
14144 ... NaN NaN NaN NaN NaN
19035 ... NaN NaN NaN NaN NaN
21431 ... NaN NaN NaN NaN NaN
25532 ... NaN NaN NaN NaN NaN
26186 ... NaN NaN NaN NaN NaN
31030 ... NaN NaN NaN NaN NaN
Unnamed: 999 \r Date Energy grid_label
13567 NaN \r 1995-05-05 0.815850 Grid_-115_38
13620 NaN \r 1995-03-11 0.795948 Grid_-115_38
14144 NaN \r 1994-04-20 0.749953 Grid_-115_38
19035 NaN \r 1988-08-18 0.872222 Grid_-115_38
21431 NaN \r 1984-12-23 0.940658 Grid_-115_38
25532 NaN \r 1980-04-28 0.732408 Grid_-115_38
26186 NaN \r 1979-08-13 0.947131 Grid_-115_38
31030 NaN \r 1969-07-26 0.934122 Grid_-115_38
[8 rows x 1003 columns], 'Grid_-116_32': latitude longitude depth mag magType nst gap dmin \
304 32.338167 -115.244333 2.83 3.57 ml 26.0 218.0 0.09598
339 32.406333 -115.225167 12.18 4.03 mw 33.0 101.0 0.06879
356 32.399000 -115.240833 10.97 3.09 ml 35.0 101.0 0.058
389 32.644167 -115.724667 11.15 3.42 ml 53.0 105.0 0.005348
392 32.398833 -115.229167 19.74 3.75 mw 32.0 102.0 0.06737
... ... ... ... ... ... ... ... ...
32871 32.917000 -115.470000 6.0 3.22 ml 4.0 268.0 0.1357
32872 32.721000 -115.796833 6.0 3.65 ml 3.0 261.0 0.7391
32879 32.247667 -115.798167 6.0 3.67 ml 3.0 296.0 0.8554
32884 32.451833 -115.766167 6.0 3.71 ml 3.0 283.0 0.7981
32897 32.221167 -115.904833 6.0 3.64 ml 3.0 340.0 0.7939
rms net ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997 \
304 0.35 ci ... NaN NaN NaN NaN
339 0.36 ci ... NaN NaN NaN NaN
356 0.35 ci ... NaN NaN NaN NaN
389 0.26 ci ... NaN NaN NaN NaN
392 0.32 ci ... NaN NaN NaN NaN
... ... .. ... ... ... ... ...
32871 0.39 ci ... NaN NaN NaN NaN
32872 0.22 ci ... NaN NaN NaN NaN
32879 0.12 ci ... NaN NaN NaN NaN
32884 0.49 ci ... NaN NaN NaN NaN
32897 0.83 ci ... NaN NaN NaN NaN
Unnamed: 998 Unnamed: 999 \r Date Energy grid_label
304 NaN NaN \r 2022-10-04 0.848377 Grid_-116_32
339 NaN NaN \r 2022-08-30 0.929178 Grid_-116_32
356 NaN NaN \r 2022-07-24 0.752114 Grid_-116_32
389 NaN NaN \r 2022-06-24 0.819760 Grid_-116_32
392 NaN NaN \r 2022-06-20 0.881171 Grid_-116_32
... ... ... .. ... ... ...
32871 NaN NaN \r 1960-04-14 0.779588 Grid_-116_32
32872 NaN NaN \r 1960-04-13 0.863151 Grid_-116_32
32879 NaN NaN \r 1960-03-02 0.866794 Grid_-116_32
32884 NaN NaN \r 1960-02-22 0.874021 Grid_-116_32
32897 NaN NaN \r 1960-01-07 0.861322 Grid_-116_32
[2734 rows x 1003 columns], 'Grid_-116_33': latitude longitude depth mag magType nst gap dmin \
275 33.069500 -115.583500 11.77 3.01 ml 54.0 47.0 0.03118
317 33.361333 -115.791000 3.01 3.48 ml 79.0 32.0 0.05147
320 33.764000 -115.940333 6.34 3.30 ml 78.0 59.0 0.1035
321 33.763500 -115.937333 6.15 3.53 ml 83.0 58.0 0.1017
362 33.272000 -115.983000 4.9 3.46 ml 93.0 22.0 0.008424
... ... ... ... ... ... ... ... ...
32755 33.115000 -115.949333 6 3.33 ml 5 212 0.6453
32758 33.240167 -115.943667 6 3.35 ml 4 200 0.531
32760 33.094833 -115.998000 6 4.29 ml 6 209 0.4794
32803 33.194667 -115.879000 6.0 4.00 ml 5.0 212.0 0.4827
32865 33.031500 -115.879167 6.0 3.68 ml 4.0 163.0 NaN
rms net ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997 \
275 0.25 ci ... NaN NaN NaN NaN
317 0.19 ci ... NaN NaN NaN NaN
320 0.16 ci ... NaN NaN NaN NaN
321 0.18 ci ... NaN NaN NaN NaN
362 0.19 ci ... NaN NaN NaN NaN
... ... .. ... ... ... ... ...
32755 0.45 ci ... NaN NaN NaN NaN
32758 0.67 ci ... NaN NaN NaN NaN
32760 0.5 ci ... NaN NaN NaN NaN
32803 0.36 ci ... NaN NaN NaN NaN
32865 0.22 ci ... NaN NaN NaN NaN
Unnamed: 998 Unnamed: 999 \r Date Energy grid_label
275 NaN NaN \r 2022-11-24 0.734627 Grid_-116_33
317 NaN NaN \r 2022-09-20 0.831355 Grid_-116_33
320 NaN NaN \r 2022-09-18 0.795948 Grid_-116_33
321 NaN NaN \r 2022-09-18 0.840865 Grid_-116_33
362 NaN NaN \r 2022-07-17 0.827512 Grid_-116_33
... ... ... .. ... ... ...
32755 NaN NaN \r 1961-05-11 0.801982 Grid_-116_33
32758 NaN NaN \r 1961-05-01 0.805974 Grid_-116_33
32760 NaN NaN \r 1961-04-28 0.970858 Grid_-116_33
32803 NaN NaN \r 1960-12-30 0.924196 Grid_-116_33
32865 NaN NaN \r 1960-04-24 0.868609 Grid_-116_33
[1140 rows x 1003 columns], 'Grid_-116_34': latitude longitude depth mag magType nst gap dmin rms \
5190 34.175000 -115.608000 8.9 3.90 ml 6 116.7 NaN NaN
10740 34.574000 -115.963000 2.549 3.17 ml 0.0 66.0 NaN 0.184
19006 34.249000 -115.705000 5.222 3.00 mc 0.0 186.0 NaN 0.162
22001 34.569000 -115.917000 4.81 3.00 ml 0.0 0.0 0.3472 0.124
22455 34.188000 -115.914833 6.944 3.05 ml 34.0 103.0 0.1386 0.22
27019 34.037167 -115.621167 11.75 3.28 ml 64.0 43.0 NaN 0.36
27391 34.689167 -115.717333 0.02 3.02 ml 36.0 178.0 NaN 0.52
28164 34.538000 -115.808000 5.18 3.01 mh 0.0 79.0 NaN 0.191
30671 34.329667 -115.706000 6 3.83 ml 11 190 NaN 0.66
30724 34.642333 -115.817000 6.0 3.23 mh 6.0 202.0 0.9443 0.67
30732 34.240833 -115.815000 6.0 3.57 ml 11.0 178.0 1.243 0.62
30734 34.037000 -115.990333 6.0 3.37 ml 9.0 162.0 0.44 0.72
31050 34.213500 -115.891333 6.0 3.08 ml 7.0 176.0 0.5467 0.59
31051 34.256667 -115.811167 6.0 3.30 ml 7.0 182.0 0.5663 0.71
31135 34.249500 -115.866833 6.0 3.14 ml 7.0 179.0 0.573 0.49
31900 34.183167 -115.918000 6 3.24 ml 6 185 0.5283 0.51
net ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997 \
5190 us ... NaN NaN NaN NaN
10740 ci ... NaN NaN NaN NaN
19006 ci ... NaN NaN NaN NaN
22001 ci ... NaN NaN NaN NaN
22455 ci ... NaN NaN NaN NaN
27019 ci ... NaN NaN NaN NaN
27391 ci ... NaN NaN NaN NaN
28164 ci ... NaN NaN NaN NaN
30671 ci ... NaN NaN NaN NaN
30724 ci ... NaN NaN NaN NaN
30732 ci ... NaN NaN NaN NaN
30734 ci ... NaN NaN NaN NaN
31050 ci ... NaN NaN NaN NaN
31051 ci ... NaN NaN NaN NaN
31135 ci ... NaN NaN NaN NaN
31900 ci ... NaN NaN NaN NaN
Unnamed: 998 Unnamed: 999 \r Date Energy grid_label
5190 NaN NaN \r 2012-08-26 0.907318 Grid_-116_34
10740 NaN NaN \r 2000-02-21 0.769154 Grid_-116_34
19006 NaN NaN \r 1988-09-10 0.732408 Grid_-116_34
22001 NaN NaN \r 1984-03-07 0.732408 Grid_-116_34
22455 NaN NaN \r 1983-06-13 0.743428 Grid_-116_34
27019 NaN NaN \r 1978-01-29 0.791896 Grid_-116_34
27391 NaN NaN \r 1977-03-24 0.736838 Grid_-116_34
28164 NaN NaN \r 1975-11-05 0.734627 Grid_-116_34
30671 NaN NaN \r 1970-12-14 0.895243 Grid_-116_34
30724 NaN NaN \r 1970-09-03 0.781655 Grid_-116_34
30732 NaN NaN \r 1970-08-20 0.848377 Grid_-116_34
30734 NaN NaN \r 1970-08-14 0.809942 Grid_-116_34
31050 NaN NaN \r 1969-06-29 0.749953 Grid_-116_34
31051 NaN NaN \r 1969-06-28 0.795948 Grid_-116_34
31135 NaN NaN \r 1969-01-15 0.762815 Grid_-116_34
31900 NaN NaN \r 1965-10-10 0.783716 Grid_-116_34
[16 rows x 1003 columns], 'Grid_-116_35': latitude longitude depth mag magType nst gap dmin \
3400 35.894500 -115.775800 8.6 4.50 ml 59.0 40.27 0.303
4549 35.890500 -115.291500 10.7 3.60 ml 11 143.45 0.226
7897 35.773167 -115.804833 4.481 3.22 ml 15 86.0 0.3503
11609 35.881167 -115.788167 5.229 3.25 ml 5.0 209.0 0.396
11611 35.884000 -115.776000 5.0 3.30 ml NaN NaN NaN
14707 35.850000 -115.828000 5 3.60 ml NaN NaN NaN
14733 35.859000 -115.843000 5 3.30 ml NaN NaN NaN
14848 35.865000 -115.794000 5 3.20 ml NaN NaN NaN
14849 35.867000 -115.824000 5 3.60 ml NaN NaN NaN
14851 35.836000 -115.847000 10 3.80 ml NaN NaN NaN
14884 35.835000 -115.812000 5 3.50 ml NaN NaN NaN
14889 35.819000 -115.744000 5 3.00 ml 6 262 1.008
21405 35.917000 -115.753000 5.442 3.04 mc 0.0 259.3 NaN
22024 35.930000 -115.810000 6.0 3.20 ml NaN NaN NaN
32520 35.007000 -115.648833 6 3.01 ml 6 274 1.748
rms net ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997 \
3400 0.2678 nn ... NaN NaN NaN NaN
4549 0.111 nn ... NaN NaN NaN NaN
7897 0.19 ci ... NaN NaN NaN NaN
11609 0.26 ci ... NaN NaN NaN NaN
11611 0.81 us ... NaN NaN NaN NaN
14707 0.7 us ... NaN NaN NaN NaN
14733 0.9 us ... NaN NaN NaN NaN
14848 0.9 us ... NaN NaN NaN NaN
14849 0.7 us ... NaN NaN NaN NaN
14851 0.6 us ... NaN NaN NaN NaN
14884 0.6 us ... NaN NaN NaN NaN
14889 0.67 ci ... NaN NaN NaN NaN
21405 0.222 ci ... NaN NaN NaN NaN
22024 NaN us ... NaN NaN NaN NaN
32520 0.75 ci ... NaN NaN NaN NaN
Unnamed: 998 Unnamed: 999 \r Date Energy grid_label
3400 NaN NaN \r 2018-07-05 1.002718 Grid_-116_35
4549 NaN NaN \r 2014-10-05 0.853956 Grid_-116_35
7897 NaN NaN \r 2007-09-28 0.779588 Grid_-116_35
11609 NaN NaN \r 1999-06-01 0.785770 Grid_-116_35
11611 NaN NaN \r 1999-06-01 0.795948 Grid_-116_35
14707 NaN NaN \r 1993-11-25 0.853956 Grid_-116_35
14733 NaN NaN \r 1993-11-03 0.795948 Grid_-116_35
14848 NaN NaN \r 1993-09-09 0.775434 Grid_-116_35
14849 NaN NaN \r 1993-09-09 0.853956 Grid_-116_35
14851 NaN NaN \r 1993-09-08 0.890001 Grid_-116_35
14884 NaN NaN \r 1993-08-19 0.835175 Grid_-116_35
14889 NaN NaN \r 1993-08-16 0.732408 Grid_-116_35
21405 NaN NaN \r 1985-01-21 0.741238 Grid_-116_35
22024 NaN NaN \r 1984-02-11 0.775434 Grid_-116_35
32520 NaN NaN \r 1962-08-10 0.734627 Grid_-116_35
[15 rows x 1003 columns], 'Grid_-116_36': latitude longitude depth mag magType nst gap dmin rms \
3610 36.730400 -115.909200 6.8 4.10 ml 48.0 28.58 0.156 0.2138
5887 36.535200 -115.244500 2.8 3.60 ml 16 103.37 0.077 0.16
10363 36.139300 -115.336600 8.0 3.30 ml 9.0 121.75 0.393 0.1638
10706 36.761900 -115.910900 4.8 3.10 ml 24.0 121.86 0.163 0.1241
11596 36.980000 -115.170000 5.6 3.20 ml NaN NaN NaN NaN
... ... ... ... ... ... ... ... ... ...
32312 36.996833 -115.211667 6 3.29 mh 4 288 2.127 0.63
32313 36.962167 -115.164833 6 3.16 mh 5 288 2.124 0.84
32374 36.032833 -115.107667 6 3.23 ml 7 291 1.563 0.19
32384 36.156833 -115.133667 6 3.13 mh 6 291 1.606 0.63
32528 36.801833 -115.949833 0.01 3.40 ml 8 289 1.65 0.37
net ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997 \
3610 nn ... NaN NaN NaN NaN
5887 nn ... NaN NaN NaN NaN
10363 nn ... NaN NaN NaN NaN
10706 nn ... NaN NaN NaN NaN
11596 us ... NaN NaN NaN NaN
... .. ... ... ... ... ...
32312 ci ... NaN NaN NaN NaN
32313 ci ... NaN NaN NaN NaN
32374 ci ... NaN NaN NaN NaN
32384 ci ... NaN NaN NaN NaN
32528 ci ... NaN NaN NaN NaN
Unnamed: 998 Unnamed: 999 \r Date Energy grid_label
3610 NaN NaN \r 2017-07-17 0.940658 Grid_-116_36
5887 NaN NaN \r 2010-08-04 0.853956 Grid_-116_36
10363 NaN NaN \r 2001-02-04 0.795948 Grid_-116_36
10706 NaN NaN \r 2000-03-13 0.754268 Grid_-116_36
11596 NaN NaN \r 1999-06-04 0.775434 Grid_-116_36
... ... ... .. ... ... ...
32312 NaN NaN \r 1963-07-18 0.793925 Grid_-116_36
32313 NaN NaN \r 1963-07-18 0.767048 Grid_-116_36
32374 NaN NaN \r 1963-04-26 0.781655 Grid_-116_36
32384 NaN NaN \r 1963-04-01 0.760689 Grid_-116_36
32528 NaN NaN \r 1962-07-14 0.815850 Grid_-116_36
[67 rows x 1003 columns], 'Grid_-116_37': latitude longitude depth mag magType nst gap dmin rms \
457 37.120900 -115.316500 11.8 3.40 ml 30.0 75.07 0.355 0.1972
913 37.429100 -115.513900 0.0 3.40 ml 28.0 97.65 0.284 0.1365
1944 37.705800 -115.999900 10.2 3.10 ml 35.0 65.86 0.209 0.1836
3197 37.216700 -115.011100 2.2 3.50 ml 40.0 77.28 0.193 0.2525
3198 37.236500 -115.029900 7.6 3.00 ml 29.0 76.08 0.171 0.3961
... ... ... ... ... ... ... ... ... ...
32100 37.000000 -116.000000 0.01 3.03 mh 5 279 1.749 0.63
32107 37.251000 -115.735500 0.01 3.67 ml 9 284 2.003 0.66
32140 37.138167 -115.752500 0.01 3.81 ml 7 281 1.983 0.4
32173 37.114167 -115.894167 0.01 3.62 ml 7 284 1.869 0.66
32186 37.177500 -115.903167 0.01 3.93 ml 12 269 1.864 0.49
net ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997 \
457 nn ... NaN NaN NaN NaN
913 nn ... NaN NaN NaN NaN
1944 nn ... NaN NaN NaN NaN
3197 nn ... NaN NaN NaN NaN
3198 nn ... NaN NaN NaN NaN
... .. ... ... ... ... ...
32100 ci ... NaN NaN NaN NaN
32107 ci ... NaN NaN NaN NaN
32140 ci ... NaN NaN NaN NaN
32173 ci ... NaN NaN NaN NaN
32186 ci ... NaN NaN NaN NaN
Unnamed: 998 Unnamed: 999 \r Date Energy grid_label
457 NaN NaN \r 2022-03-15 0.815850 Grid_-116_37
913 NaN NaN \r 2021-02-28 0.815850 Grid_-116_37
1944 NaN NaN \r 2019-11-26 0.754268 Grid_-116_37
3197 NaN NaN \r 2019-06-02 0.835175 Grid_-116_37
3198 NaN NaN \r 2019-06-01 0.732408 Grid_-116_37
... ... ... .. ... ... ...
32100 NaN NaN \r 1964-09-27 0.739042 Grid_-116_37
32107 NaN NaN \r 1964-09-11 0.866794 Grid_-116_37
32140 NaN NaN \r 1964-06-12 0.891753 Grid_-116_37
32173 NaN NaN \r 1964-03-12 0.857649 Grid_-116_37
32186 NaN NaN \r 1964-02-13 0.912426 Grid_-116_37
[158 rows x 1003 columns], 'Grid_-116_38': latitude longitude depth mag magType nst gap dmin rms \
264 38.3553 -115.833100 11.2 3.00 ml 24.0 60.33 0.714 0.2654
268 38.3737 -115.803200 3.1 3.00 ml 15.0 76.65 0.731 0.1289
277 38.3662 -115.824200 10.4 3.00 ml 29.0 60.54 0.725 0.2573
464 38.0585 -115.258100 7.5 3.50 ml 11.0 51.0 0.614 0.1696
465 38.0896 -115.285400 8.2 3.10 ml 17.0 104.67 0.642 0.1755
1818 38.3277 -115.245100 6.3 3.70 ml 40.0 78.75 0.268 0.1514
1821 38.3401 -115.235500 6.1 3.00 ml 21.0 79.48 0.275 0.191
2099 38.3153 -115.825900 11.8 3.10 ml 11.0 73.87 0.674 0.183
3238 38.3738 -115.820400 6.2 3.20 ml 62.0 72.2 0.732 0.247
3257 38.3635 -115.808000 5.1 3.00 ml 66.0 71.8 0.721 0.265
3286 38.3846 -115.829500 4.7 3.80 ml 55.0 38.92 0.195 0.2169
3303 38.3833 -115.829200 4.7 3.10 ml 36.0 116.06 0.194 0.1841
3477 38.0274 -115.249300 14.3 3.20 ml 21.0 48.81 0.549 0.1396
4304 38.9075 -115.378900 0 3.90 ml 17 72.04 0.582 0.2202
4698 38.8169 -115.797400 1.7 3.30 ml 6 174.82 0.497 0.1369
4786 38.1922 -115.349100 10.7 3.00 ml 8 123.02 0.243 0.1555
4841 38.9244 -115.331300 9.3 3.80 ml 11 176.72 1.217 0.0913
5055 38.0033 -115.453200 4 3.30 ml 23 121.89 0.676 0.1973
5465 38.2302 -115.736300 6.6 3.20 ml 5 144.47 0.168 0.0978
5764 38.3038 -115.823500 11.3 3.30 ml 5 191.99 0.192 0.0381
7139 38.2615 -115.826200 8.2 3.20 ml 5 159.09 0.208 0.0838
7222 38.9537 -115.197600 9.1 3.30 ml 4 176.67 0.677 0.0917
8812 38.5647 -115.464400 0.0 3.20 ml 5 272.92 0.235 0.1988
8834 38.4212 -115.542000 9.2 3.30 ml 5 298.3 0.079 0.0219
8836 38.6873 -115.411400 1.1 4.10 ml 15 89.56 0.365 0.1039
8936 38.8918 -115.189300 2.4 3.00 ml 4 176.91 0.624 0.0985
9109 38.8707 -115.191500 2.9 3.00 ml 4 291.42 0.605 0.0263
12384 38.3320 -115.742000 5.0 3.30 md NaN NaN NaN 0.62
17745 38.9590 -115.802000 10.0 3.00 ml NaN NaN NaN 0.5
18944 38.7780 -115.155000 5.0 3.40 md NaN NaN NaN 0.3
18948 38.7910 -115.128000 5.0 3.20 md NaN NaN NaN 0.5
21076 38.4610 -115.682000 5.0 3.50 ml NaN NaN NaN 0.5
24027 38.2640 -115.909000 5.0 3.60 ml NaN NaN NaN 0.4
26786 38.4020 -115.240000 5.0 3.90 mb NaN NaN NaN NaN
29991 38.6760 -115.639000 10 4.40 mb NaN NaN NaN NaN
30263 38.0000 -115.049167 0.01 4.57 ml 9 308 2.699 2.81
net ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997 \
264 nn ... NaN NaN NaN NaN
268 nn ... NaN NaN NaN NaN
277 nn ... NaN NaN NaN NaN
464 nn ... NaN NaN NaN NaN
465 nn ... NaN NaN NaN NaN
1818 nn ... NaN NaN NaN NaN
1821 nn ... NaN NaN NaN NaN
2099 nn ... NaN NaN NaN NaN
3238 nn ... NaN NaN NaN NaN
3257 nn ... NaN NaN NaN NaN
3286 nn ... NaN NaN NaN NaN
3303 nn ... NaN NaN NaN NaN
3477 nn ... NaN NaN NaN NaN
4304 nn ... NaN NaN NaN NaN
4698 nn ... NaN NaN NaN NaN
4786 nn ... NaN NaN NaN NaN
4841 nn ... NaN NaN NaN NaN
5055 nn ... NaN NaN NaN NaN
5465 nn ... NaN NaN NaN NaN
5764 nn ... NaN NaN NaN NaN
7139 nn ... NaN NaN NaN NaN
7222 nn ... NaN NaN NaN NaN
8812 nn ... NaN NaN NaN NaN
8834 nn ... NaN NaN NaN NaN
8836 nn ... NaN NaN NaN NaN
8936 nn ... NaN NaN NaN NaN
9109 nn ... NaN NaN NaN NaN
12384 us ... NaN NaN NaN NaN
17745 us ... NaN NaN NaN NaN
18944 us ... NaN NaN NaN NaN
18948 us ... NaN NaN NaN NaN
21076 us ... NaN NaN NaN NaN
24027 us ... NaN NaN NaN NaN
26786 us ... NaN NaN NaN NaN
29991 ushis ... NaN NaN NaN NaN
30263 ci ... NaN NaN NaN NaN
Unnamed: 998 Unnamed: 999 \r Date Energy grid_label
264 NaN NaN \r 2022-12-09 0.732408 Grid_-116_38
268 NaN NaN \r 2022-12-07 0.732408 Grid_-116_38
277 NaN NaN \r 2022-11-21 0.732408 Grid_-116_38
464 NaN NaN \r 2022-03-04 0.835175 Grid_-116_38
465 NaN NaN \r 2022-03-03 0.754268 Grid_-116_38
1818 NaN NaN \r 2020-04-11 0.872222 Grid_-116_38
1821 NaN NaN \r 2020-04-10 0.732408 Grid_-116_38
2099 NaN NaN \r 2019-07-27 0.754268 Grid_-116_38
3238 NaN NaN \r 2019-04-06 0.775434 Grid_-116_38
3257 NaN NaN \r 2019-02-24 0.732408 Grid_-116_38
3286 NaN NaN \r 2019-01-25 0.890001 Grid_-116_38
3303 NaN NaN \r 2019-01-09 0.754268 Grid_-116_38
3477 NaN NaN \r 2018-02-23 0.775434 Grid_-116_38
4304 NaN NaN \r 2015-02-28 0.907318 Grid_-116_38
4698 NaN NaN \r 2014-04-18 0.795948 Grid_-116_38
4786 NaN NaN \r 2013-12-31 0.732408 Grid_-116_38
4841 NaN NaN \r 2013-10-12 0.890001 Grid_-116_38
5055 NaN NaN \r 2013-02-05 0.795948 Grid_-116_38
5465 NaN NaN \r 2011-08-21 0.775434 Grid_-116_38
5764 NaN NaN \r 2010-11-23 0.795948 Grid_-116_38
7139 NaN NaN \r 2009-09-13 0.775434 Grid_-116_38
7222 NaN NaN \r 2009-04-25 0.795948 Grid_-116_38
8812 NaN NaN \r 2004-10-20 0.775434 Grid_-116_38
8834 NaN NaN \r 2004-10-09 0.795948 Grid_-116_38
8836 NaN NaN \r 2004-10-08 0.940658 Grid_-116_38
8936 NaN NaN \r 2004-08-28 0.732408 Grid_-116_38
9109 NaN NaN \r 2004-02-23 0.732408 Grid_-116_38
12384 NaN NaN \r 1997-12-13 0.795948 Grid_-116_38
17745 NaN NaN \r 1990-12-07 0.732408 Grid_-116_38
18944 NaN NaN \r 1988-10-17 0.815850 Grid_-116_38
18948 NaN NaN \r 1988-10-16 0.775434 Grid_-116_38
21076 NaN NaN \r 1985-10-02 0.835175 Grid_-116_38
24027 NaN NaN \r 1981-06-11 0.853956 Grid_-116_38
26786 NaN NaN \r 1978-07-29 0.907318 Grid_-116_38
29991 NaN NaN \r 1972-12-09 0.987736 Grid_-116_38
30263 NaN NaN \r 1971-07-10 1.013009 Grid_-116_38
[36 rows x 1003 columns], 'Grid_-117_32': latitude longitude depth mag magType nst gap dmin rms \
274 32.836167 -116.040333 10.46 3.82 mw 79.0 43.0 0.06516 0.25
503 32.862500 -116.080500 7.23 3.01 ml 92.0 31.0 0.07185 0.22
1323 32.865500 -116.226833 10.16 3.42 ml 135.0 50.0 0.1097 0.27
1768 32.867167 -116.017167 10.39 3.32 ml 82.0 28.0 0.04489 0.26
1820 32.355167 -116.425167 23.97 3.40 ml 55.0 73.0 0.2062 0.22
... ... ... ... ... ... ... ... ... ...
32640 32.872833 -116.249833 6 3.19 ml 5 211 0.4044 0.53
32692 32.986667 -116.209833 6 3.28 ml 6 199 0.495 0.7
32695 32.987333 -116.231000 6 3.48 ml 5 197 0.4815 0.76
32701 32.947833 -116.149833 6 3.16 ml 5 210 0.5146 0.46
32702 32.951667 -116.153000 6 3.04 ml 6 210 0.5143 0.65
net ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997 \
274 ci ... NaN NaN NaN NaN
503 ci ... NaN NaN NaN NaN
1323 ci ... NaN NaN NaN NaN
1768 ci ... NaN NaN NaN NaN
1820 ci ... NaN NaN NaN NaN
... .. ... ... ... ... ...
32640 ci ... NaN NaN NaN NaN
32692 ci ... NaN NaN NaN NaN
32695 ci ... NaN NaN NaN NaN
32701 ci ... NaN NaN NaN NaN
32702 ci ... NaN NaN NaN NaN
Unnamed: 998 Unnamed: 999 \r Date Energy grid_label
274 NaN NaN \r 2022-12-01 0.893500 Grid_-117_32
503 NaN NaN \r 2022-01-22 0.734627 Grid_-117_32
1323 NaN NaN \r 2020-07-05 0.819760 Grid_-117_32
1768 NaN NaN \r 2020-05-12 0.799977 Grid_-117_32
1820 NaN NaN \r 2020-04-10 0.815850 Grid_-117_32
... ... ... .. ... ... ...
32640 NaN NaN \r 1961-12-04 0.773347 Grid_-117_32
32692 NaN NaN \r 1961-09-21 0.791896 Grid_-117_32
32695 NaN NaN \r 1961-09-19 0.831355 Grid_-117_32
32701 NaN NaN \r 1961-09-17 0.767048 Grid_-117_32
32702 NaN NaN \r 1961-09-16 0.741238 Grid_-117_32
[230 rows x 1003 columns], 'Grid_-117_33': latitude longitude depth mag magType nst gap dmin \
240 33.397500 -116.393333 3.88 4.14 mw 132.0 16.0 0.07391
291 33.480667 -116.426167 5.79 3.27 ml 120.0 25.0 0.04262
302 33.041333 -116.354667 11.79 3.47 mlr 117.0 21.0 0.07879
305 33.924667 -116.921500 7.62 3.01 ml 114.0 20.0 0.04923
308 33.480333 -116.513167 9.3 3.41 ml 131.0 20.0 0.07577
... ... ... ... ... ... ... ... ...
32863 33.123500 -116.411167 6.0 3.36 ml 5.0 160.0 0.4425
32864 33.069833 -116.585167 15.89 3.24 ml 7.0 141.0 0.3663
32887 33.158833 -116.461333 6.0 3.70 ml 7.0 234.0 0.3883
32891 33.111000 -116.043833 6.0 3.35 ml 4.0 203.0 0.6813
32896 33.415333 -116.430167 6.0 3.10 ml 5.0 249.0 0.3671
rms net ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997 \
240 0.19 ci ... NaN NaN NaN NaN
291 0.19 ci ... NaN NaN NaN NaN
302 0.21 ci ... NaN NaN NaN NaN
305 0.17 ci ... NaN NaN NaN NaN
308 0.18 ci ... NaN NaN NaN NaN
... ... .. ... ... ... ... ...
32863 0.54 ci ... NaN NaN NaN NaN
32864 0.23 ci ... NaN NaN NaN NaN
32887 0.64 ci ... NaN NaN NaN NaN
32891 0.43 ci ... NaN NaN NaN NaN
32896 0.39 ci ... NaN NaN NaN NaN
Unnamed: 998 Unnamed: 999 \r Date Energy grid_label
240 NaN NaN \r 2022-12-31 0.947131 Grid_-117_33
291 NaN NaN \r 2022-10-23 0.789860 Grid_-117_33
302 NaN NaN \r 2022-10-07 0.829436 Grid_-117_33
305 NaN NaN \r 2022-10-03 0.734627 Grid_-117_33
308 NaN NaN \r 2022-09-30 0.817808 Grid_-117_33
... ... ... .. ... ... ...
32863 NaN NaN \r 1960-05-11 0.807961 Grid_-117_33
32864 NaN NaN \r 1960-05-08 0.783716 Grid_-117_33
32887 NaN NaN \r 1960-02-09 0.872222 Grid_-117_33
32891 NaN NaN \r 1960-01-24 0.805974 Grid_-117_33
32896 NaN NaN \r 1960-01-08 0.754268 Grid_-117_33
[1487 rows x 1003 columns], 'Grid_-117_34': latitude longitude depth mag magType nst gap dmin rms \
241 34.355667 -116.921833 4.73 3.47 mw 121.0 25.0 0.07845 0.15
311 34.430167 -116.489833 7.67 3.33 ml 75.0 42.0 0.1199 0.14
414 34.007833 -116.444833 8.25 3.76 mw 115.0 21.0 0.07131 0.15
601 34.138667 -116.444167 6.7 3.07 ml 144.0 19.0 0.06611 0.17
663 34.140000 -116.443000 4.38 3.06 ml 109.0 18.0 0.06448 0.16
... ... ... ... ... ... ... ... ... ...
32832 34.941167 -116.514333 6.0 3.12 ml 5.0 236.0 1.183 0.61
32834 34.026833 -116.694500 6.0 3.04 ml 11.0 131.0 0.5666 0.55
32855 34.971500 -116.897167 6.0 3.03 ml 6.0 211.0 1.018 0.52
32888 34.125167 -116.634333 6.0 3.37 ml 6.0 206.0 0.6291 0.36
32889 34.699333 -116.472833 6.0 3.05 ml 4.0 277.0 1.026 0.57
net ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997 \
241 ci ... NaN NaN NaN NaN
311 ci ... NaN NaN NaN NaN
414 ci ... NaN NaN NaN NaN
601 ci ... NaN NaN NaN NaN
663 ci ... NaN NaN NaN NaN
... .. ... ... ... ... ...
32832 ci ... NaN NaN NaN NaN
32834 ci ... NaN NaN NaN NaN
32855 ci ... NaN NaN NaN NaN
32888 ci ... NaN NaN NaN NaN
32889 ci ... NaN NaN NaN NaN
Unnamed: 998 Unnamed: 999 \r Date Energy grid_label
241 NaN NaN \r 2022-12-31 0.829436 Grid_-117_34
311 NaN NaN \r 2022-09-27 0.801982 Grid_-117_34
414 NaN NaN \r 2022-05-16 0.882946 Grid_-117_34
601 NaN NaN \r 2021-10-01 0.747785 Grid_-117_34
663 NaN NaN \r 2021-08-16 0.745610 Grid_-117_34
... ... ... .. ... ... ...
32832 NaN NaN \r 1960-10-08 0.758555 Grid_-117_34
32834 NaN NaN \r 1960-09-28 0.741238 Grid_-117_34
32855 NaN NaN \r 1960-06-28 0.739042 Grid_-117_34
32888 NaN NaN \r 1960-01-31 0.809942 Grid_-117_34
32889 NaN NaN \r 1960-01-29 0.743428 Grid_-117_34
[2639 rows x 1003 columns], 'Grid_-117_35': latitude longitude depth mag magType nst gap dmin rms \
441 35.038167 -116.976500 2.01 3.62 mw 47.0 37.0 0.1633 0.11
556 35.986833 -116.080667 2.74 3.12 ml 17.0 50.0 0.1802 0.18
859 35.060833 -116.619833 1.97 3.01 ml 27.0 49.0 0.005958 0.13
1876 35.827000 -116.601833 1.05 3.16 ml 42.0 75.0 0.257 0.2
1878 35.095000 -116.967167 2.27 3.93 mw 46.0 33.0 0.2205 0.13
... ... ... ... ... ... ... ... ... ...
32730 35.100333 -116.776833 6 3.44 ml 8 175 0.979 0.56
32732 35.824833 -116.806500 6 3.36 ml 6 284 0.6429 0.45
32807 35.108333 -116.498833 6.0 3.12 ml 5.0 265.0 1.141 0.68
32815 35.133500 -116.736667 6.0 3.20 ml 9.0 191.0 0.9783 0.81
32892 35.419167 -116.288333 6.0 3.38 ml 6.0 231.0 1.138 0.39
net ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997 \
441 ci ... NaN NaN NaN NaN
556 ci ... NaN NaN NaN NaN
859 ci ... NaN NaN NaN NaN
1876 ci ... NaN NaN NaN NaN
1878 ci ... NaN NaN NaN NaN
... .. ... ... ... ... ...
32730 ci ... NaN NaN NaN NaN
32732 ci ... NaN NaN NaN NaN
32807 ci ... NaN NaN NaN NaN
32815 ci ... NaN NaN NaN NaN
32892 ci ... NaN NaN NaN NaN
Unnamed: 998 Unnamed: 999 \r Date Energy grid_label
441 NaN NaN \r 2022-04-03 0.857649 Grid_-117_35
556 NaN NaN \r 2021-12-07 0.758555 Grid_-117_35
859 NaN NaN \r 2021-04-23 0.734627 Grid_-117_35
1876 NaN NaN \r 2020-02-13 0.767048 Grid_-117_35
1878 NaN NaN \r 2020-02-08 0.912426 Grid_-117_35
... ... ... .. ... ... ...
32730 NaN NaN \r 1961-08-12 0.823648 Grid_-117_35
32732 NaN NaN \r 1961-08-06 0.807961 Grid_-117_35
32807 NaN NaN \r 1960-12-20 0.758555 Grid_-117_35
32815 NaN NaN \r 1960-11-22 0.775434 Grid_-117_35
32892 NaN NaN \r 1960-01-23 0.811917 Grid_-117_35
[171 rows x 1003 columns], 'Grid_-117_36': latitude longitude depth mag magType nst gap dmin \
865 36.655000 -116.267600 8.4 3.50 ml 40.0 34.24 0.079
4192 36.619200 -116.247500 7.4 3.00 ml 30 36.3 0.089
4642 36.626667 -116.935667 3.539 3.36 ml 20 81 0.1229
4645 36.434333 -116.932500 8.199 3.63 ml 17 61 0.06477
4771 36.394167 -116.935833 8.122 3.15 ml 24 55 0.09349
... ... ... ... ... ... ... ... ...
32138 36.680500 -116.358833 0.01 3.23 ml 7 300 1.322
32182 36.949667 -116.109333 0.01 4.33 ml 12 272 1.65
32644 36.055500 -116.066833 6 3.60 ml 5 294 1.265
32769 36.735667 -116.032000 6.0 3.25 mh 3.0 314.0 1.563
32770 36.728167 -116.091667 6.0 4.31 ml 13.0 250.0 1.52
rms net ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997 \
865 0.1451 nn ... NaN NaN NaN NaN
4192 0.1507 nn ... NaN NaN NaN NaN
4642 0.24 ci ... NaN NaN NaN NaN
4645 0.16 ci ... NaN NaN NaN NaN
4771 0.13 ci ... NaN NaN NaN NaN
... ... .. ... ... ... ... ...
32138 0.46 ci ... NaN NaN NaN NaN
32182 0.33 ci ... NaN NaN NaN NaN
32644 0.51 ci ... NaN NaN NaN NaN
32769 0.59 ci ... NaN NaN NaN NaN
32770 0.69 ci ... NaN NaN NaN NaN
Unnamed: 998 Unnamed: 999 \r Date Energy grid_label
865 NaN NaN \r 2021-04-17 0.835175 Grid_-117_36
4192 NaN NaN \r 2015-07-22 0.732408 Grid_-117_36
4642 NaN NaN \r 2014-07-11 0.807961 Grid_-117_36
4645 NaN NaN \r 2014-07-09 0.859488 Grid_-117_36
4771 NaN NaN \r 2014-01-18 0.764935 Grid_-117_36
... ... ... .. ... ... ...
32138 NaN NaN \r 1964-06-18 0.781655 Grid_-117_36
32182 NaN NaN \r 1964-02-18 0.977045 Grid_-117_36
32644 NaN NaN \r 1961-11-26 0.853956 Grid_-117_36
32769 NaN NaN \r 1961-03-27 0.785770 Grid_-117_36
32770 NaN NaN \r 1961-03-27 0.973959 Grid_-117_36
[98 rows x 1003 columns], 'Grid_-117_37': latitude longitude depth mag magType nst gap dmin rms \
3184 37.469600 -116.695600 15.9 4.10 ml 56.0 34.09 0.271 0.2249
4815 37.893300 -116.071100 12.2 3.10 ml 6 174.13 0.666 0.0882
4826 37.058600 -116.089000 5.9 3.60 ml 25 77.76 0.093 0.1929
5265 37.144000 -116.367000 3.8 3.10 ml 81 18.8 NaN NaN
6929 37.653100 -116.791200 2.7 3.20 ml 19 91.41 0.471 0.1097
... ... ... ... ... ... ... ... ... ...
32638 37.126667 -116.048667 0.2 3.06 mh 4 316 1.746 1.87
32641 37.045833 -116.027667 0.01 4.12 ml 13 263 1.762 0.95
32659 37.048500 -116.031167 0.2 3.13 ml 4 331 1.763 1.11
32676 37.194333 -116.207000 0.3 3.74 ml 7 279 1.623 0.38
32706 37.187833 -116.207833 0.04 4.20 ml 13 266 1.622 0.83
net ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997 \
3184 nn ... NaN NaN NaN NaN
4815 nn ... NaN NaN NaN NaN
4826 nn ... NaN NaN NaN NaN
5265 us ... NaN NaN NaN NaN
6929 nn ... NaN NaN NaN NaN
... .. ... ... ... ... ...
32638 ci ... NaN NaN NaN NaN
32641 ci ... NaN NaN NaN NaN
32659 ci ... NaN NaN NaN NaN
32676 ci ... NaN NaN NaN NaN
32706 ci ... NaN NaN NaN NaN
Unnamed: 998 Unnamed: 999 \r Date Energy grid_label
3184 NaN NaN \r 2019-06-11 0.940658 Grid_-117_37
4815 NaN NaN \r 2013-11-12 0.754268 Grid_-117_37
4826 NaN NaN \r 2013-10-25 0.853956 Grid_-117_37
5265 NaN NaN \r 2012-06-15 0.754268 Grid_-117_37
6929 NaN NaN \r 2010-02-22 0.775434 Grid_-117_37
... ... ... .. ... ... ...
32638 NaN NaN \r 1961-12-13 0.745610 Grid_-117_37
32641 NaN NaN \r 1961-12-03 0.943902 Grid_-117_37
32659 NaN NaN \r 1961-10-29 0.760689 Grid_-117_37
32676 NaN NaN \r 1961-10-10 0.879390 Grid_-117_37
32706 NaN NaN \r 1961-09-15 0.956723 Grid_-117_37
[729 rows x 1003 columns], 'Grid_-117_38': latitude longitude depth mag magType nst gap dmin \
370 38.724000 -116.096600 2.6 3.10 ml 12.0 60.33 0.853
373 38.687800 -116.087500 0.0 3.10 ml 9.0 59.3 0.866
374 38.719200 -116.087300 0.0 3.00 ml 10.0 69.93 0.861
375 38.684000 -116.104600 2.8 3.50 ml 12.0 54.47 0.853
376 38.687000 -116.087800 0.8 3.50 ml 16.0 55.82 0.866
382 38.694300 -116.089700 0.2 3.50 ml 15.0 55.91 0.863
383 38.705300 -116.085800 17.9 3.10 ml 11.0 103.84 0.864
629 38.288200 -116.011500 4.1 3.30 ml 19.0 92.06 0.677
683 38.171600 -116.728000 0.9 3.00 ml 29.0 124.62 0.401
684 38.172900 -116.715400 1.0 3.80 ml 39.0 106.33 0.411
851 38.167200 -116.729500 8.3 4.10 ml 16.0 72.84 0.399
3200 38.396000 -116.633900 14.8 4.20 ml 87.0 68.33 0.563
3554 38.835200 -116.714300 12.5 3.30 ml 19.0 96.26 0.364
4239 38.976200 -116.063700 0 3.60 ml 33 67.05 0.73
4333 38.959900 -116.081500 0 3.30 ml 12 85.63 0.724
4364 38.852300 -116.173000 0 3.10 ml 7 233.69 0.682
4516 38.891300 -116.162300 0 3.80 ml 11 64.72 0.705
4529 38.287400 -116.436800 0 3.00 ml 7 79.36 0.653
5255 38.216400 -116.491900 0.0 3.20 ml 35 159.34 0.924
5415 38.648000 -116.162000 0.0 3.40 ml 9 157.02 0.542
5561 38.308900 -116.453000 0.0 3.90 ml 9 135.63 0.682
5609 38.294000 -116.425700 4.0 3.30 ml 6 162.83 0.662
8056 38.162500 -116.268400 19.7 3.40 ml 8 102.57 0.129
8428 38.096100 -116.282500 13.7 3.40 ml 4 262.72 0.736
9683 38.533000 -116.941400 3.5 3.00 ml 6 152.69 0.501
11807 38.490000 -116.010000 3.0 3.20 md NaN NaN NaN
12844 38.254000 -116.971000 5.0 3.00 ml NaN NaN NaN
15744 38.387000 -116.120000 5.0 3.10 ml NaN NaN NaN
15749 38.323000 -116.159000 5.0 3.10 ml NaN NaN NaN
17755 38.673000 -116.457000 10.0 3.20 mb NaN NaN NaN
18941 38.737000 -116.435000 5.0 3.40 ml NaN NaN NaN
19028 38.656000 -116.300000 5.0 3.10 md NaN NaN NaN
19067 38.727000 -116.494000 5.0 3.40 ml NaN NaN NaN
19280 38.755000 -116.512000 5.0 3.30 ml NaN NaN NaN
19324 38.444000 -116.080000 5.0 4.20 ml NaN NaN NaN
20191 38.574000 -116.875000 4.208 3.07 mc 0.0 297.4 NaN
22245 38.867000 -116.017000 5.0 4.20 ml NaN NaN NaN
27078 38.978000 -116.584000 5.0 3.00 ml NaN NaN NaN
27728 38.910000 -116.430000 1.0 4.70 mb NaN NaN NaN
30053 38.432667 -116.334167 6 3.31 mh 3 332 NaN
30789 38.950000 -116.400000 NaN 4.50 mb NaN NaN NaN
31325 38.493000 -116.192000 10.0 5.25 mw NaN NaN NaN
32890 38.000000 -116.500000 NaN 4.90 ml NaN NaN NaN
rms net ... Unnamed: 994 Unnamed: 995 Unnamed: 996 \
370 0.153 nn ... NaN NaN NaN
373 0.1554 nn ... NaN NaN NaN
374 0.1854 nn ... NaN NaN NaN
375 0.1641 nn ... NaN NaN NaN
376 0.1461 nn ... NaN NaN NaN
382 0.1739 nn ... NaN NaN NaN
383 0.1853 nn ... NaN NaN NaN
629 0.1928 nn ... NaN NaN NaN
683 0.1391 nn ... NaN NaN NaN
684 0.2018 nn ... NaN NaN NaN
851 0.1758 nn ... NaN NaN NaN
3200 0.2631 nn ... NaN NaN NaN
3554 0.1203 nn ... NaN NaN NaN
4239 0.2522 nn ... NaN NaN NaN
4333 0.3001 nn ... NaN NaN NaN
4364 0.2124 nn ... NaN NaN NaN
4516 0.1056 nn ... NaN NaN NaN
4529 0.1943 nn ... NaN NaN NaN
5255 0.1234 nn ... NaN NaN NaN
5415 0.1807 nn ... NaN NaN NaN
5561 0.0691 nn ... NaN NaN NaN
5609 0.0135 nn ... NaN NaN NaN
8056 0.1141 nn ... NaN NaN NaN
8428 0.0232 nn ... NaN NaN NaN
9683 0.0786 nn ... NaN NaN NaN
11807 NaN us ... NaN NaN NaN
12844 0.27 us ... NaN NaN NaN
15744 0.8 us ... NaN NaN NaN
15749 0.7 us ... NaN NaN NaN
17755 1.0 us ... NaN NaN NaN
18941 0.3 us ... NaN NaN NaN
19028 0.4 us ... NaN NaN NaN
19067 0.7 us ... NaN NaN NaN
19280 1.0 us ... NaN NaN NaN
19324 0.5 us ... NaN NaN NaN
20191 0.521 ci ... NaN NaN NaN
22245 0.4 us ... NaN NaN NaN
27078 NaN us ... NaN NaN NaN
27728 NaN us ... NaN NaN NaN
30053 0.39 ci ... NaN NaN NaN
30789 NaN ushis ... NaN NaN NaN
31325 NaN iscgem ... NaN NaN NaN
32890 NaN ushis ... NaN NaN NaN
Unnamed: 997 Unnamed: 998 Unnamed: 999 \r Date Energy \
370 NaN NaN NaN \r 2022-07-14 0.754268
373 NaN NaN NaN \r 2022-07-12 0.754268
374 NaN NaN NaN \r 2022-07-11 0.732408
375 NaN NaN NaN \r 2022-07-11 0.835175
376 NaN NaN NaN \r 2022-07-11 0.835175
382 NaN NaN NaN \r 2022-07-03 0.835175
383 NaN NaN NaN \r 2022-07-02 0.754268
629 NaN NaN NaN \r 2021-09-08 0.795948
683 NaN NaN NaN \r 2021-07-24 0.732408
684 NaN NaN NaN \r 2021-07-24 0.890001
851 NaN NaN NaN \r 2021-04-28 0.940658
3200 NaN NaN NaN \r 2019-05-23 0.956723
3554 NaN NaN NaN \r 2017-10-11 0.795948
4239 NaN NaN NaN \r 2015-05-24 0.853956
4333 NaN NaN NaN \r 2015-01-29 0.795948
4364 NaN NaN NaN \r 2015-01-06 0.754268
4516 NaN NaN NaN \r 2014-11-04 0.890001
4529 NaN NaN NaN \r 2014-10-21 0.732408
5255 NaN NaN NaN \r 2012-07-01 0.775434
5415 NaN NaN NaN \r 2011-10-23 0.815850
5561 NaN NaN NaN \r 2011-04-30 0.907318
5609 NaN NaN NaN \r 2011-04-13 0.795948
8056 NaN NaN NaN \r 2007-03-01 0.815850
8428 NaN NaN NaN \r 2005-11-29 0.815850
9683 NaN NaN NaN \r 2002-12-20 0.732408
11807 NaN NaN NaN \r 1999-02-09 0.775434
12844 NaN NaN NaN \r 1997-01-20 0.732408
15744 NaN NaN NaN \r 1992-07-17 0.754268
15749 NaN NaN NaN \r 1992-07-16 0.754268
17755 NaN NaN NaN \r 1990-11-28 0.775434
18941 NaN NaN NaN \r 1988-10-19 0.815850
19028 NaN NaN NaN \r 1988-08-22 0.754268
19067 NaN NaN NaN \r 1988-07-20 0.815850
19280 NaN NaN NaN \r 1988-02-01 0.795948
19324 NaN NaN NaN \r 1987-12-30 0.956723
20191 NaN NaN NaN \r 1986-09-11 0.747785
22245 NaN NaN NaN \r 1983-09-13 0.956723
27078 NaN NaN NaN \r 1977-12-13 0.732408
27728 NaN NaN NaN \r 1976-08-22 1.031708
30053 NaN NaN NaN \r 1972-07-01 0.797965
30789 NaN NaN NaN \r 1970-03-28 1.002718
31325 NaN NaN NaN \r 1968-05-22 1.105485
32890 NaN NaN NaN \r 1960-01-26 1.059490
grid_label
370 Grid_-117_38
373 Grid_-117_38
374 Grid_-117_38
375 Grid_-117_38
376 Grid_-117_38
382 Grid_-117_38
383 Grid_-117_38
629 Grid_-117_38
683 Grid_-117_38
684 Grid_-117_38
851 Grid_-117_38
3200 Grid_-117_38
3554 Grid_-117_38
4239 Grid_-117_38
4333 Grid_-117_38
4364 Grid_-117_38
4516 Grid_-117_38
4529 Grid_-117_38
5255 Grid_-117_38
5415 Grid_-117_38
5561 Grid_-117_38
5609 Grid_-117_38
8056 Grid_-117_38
8428 Grid_-117_38
9683 Grid_-117_38
11807 Grid_-117_38
12844 Grid_-117_38
15744 Grid_-117_38
15749 Grid_-117_38
17755 Grid_-117_38
18941 Grid_-117_38
19028 Grid_-117_38
19067 Grid_-117_38
19280 Grid_-117_38
19324 Grid_-117_38
20191 Grid_-117_38
22245 Grid_-117_38
27078 Grid_-117_38
27728 Grid_-117_38
30053 Grid_-117_38
30789 Grid_-117_38
31325 Grid_-117_38
32890 Grid_-117_38
[43 rows x 1003 columns], 'Grid_-118_32': latitude longitude depth mag magType nst gap dmin rms \
1024 32.591667 -117.290000 15.71 3.25 ml 47.0 200.0 0.1351 0.16
1929 32.587500 -117.922333 28.95 3.35 ml 33.0 203.0 0.5961 0.19
1950 32.943500 -117.549000 15.11 3.19 ml 76.0 138.0 0.2778 0.18
3381 32.397499 -117.760498 29.84 3.13 ml 22.0 298.0 0.5608 0.16
3406 32.606833 -117.540667 17.8 3.46 ml 55.0 183.0 0.2891 0.18
... ... ... ... ... ... ... ... ... ...
32373 32.213000 -117.060000 6 3.54 ml 4 314 0.5696 0.3
32521 32.599333 -117.266000 6 3.27 ml 8 242 0.5075 0.72
32572 32.976500 -117.770500 6 3.30 ml 10 174 0.923 0.58
32748 32.636333 -117.029833 6 3.17 ml 6 247 0.3049 0.64
32771 32.496500 -117.687167 6.0 3.61 ml 11.0 243.0 0.8762 0.46
net ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997 \
1024 ci ... NaN NaN NaN NaN
1929 ci ... NaN NaN NaN NaN
1950 ci ... NaN NaN NaN NaN
3381 ci ... NaN NaN NaN NaN
3406 ci ... NaN NaN NaN NaN
... .. ... ... ... ... ...
32373 ci ... NaN NaN NaN NaN
32521 ci ... NaN NaN NaN NaN
32572 ci ... NaN NaN NaN NaN
32748 ci ... NaN NaN NaN NaN
32771 ci ... NaN NaN NaN NaN
Unnamed: 998 Unnamed: 999 \r Date Energy grid_label
1024 NaN NaN \r 2020-12-05 0.785770 Grid_-118_32
1929 NaN NaN \r 2019-12-10 0.805974 Grid_-118_32
1950 NaN NaN \r 2019-11-21 0.773347 Grid_-118_32
3381 NaN NaN \r 2018-08-19 0.760689 Grid_-118_32
3406 NaN NaN \r 2018-06-20 0.827512 Grid_-118_32
... ... ... .. ... ... ...
32373 NaN NaN \r 1963-04-27 0.842751 Grid_-118_32
32521 NaN NaN \r 1962-08-04 0.789860 Grid_-118_32
32572 NaN NaN \r 1962-04-24 0.795948 Grid_-118_32
32748 NaN NaN \r 1961-05-30 0.769154 Grid_-118_32
32771 NaN NaN \r 1961-03-25 0.855805 Grid_-118_32
[256 rows x 1003 columns], 'Grid_-118_33': latitude longitude depth mag magType nst gap dmin \
307 33.869667 -117.764667 4.27 3.08 ml 142.0 19.0 0.04589
487 33.732333 -117.478667 11.02 3.62 ml 184.0 23.0 0.02789
952 33.089667 -117.622833 13.77 3.14 ml 75.0 123.0 0.232
1208 33.701000 -117.435500 9.12 3.28 ml 175.0 28.0 0.03022
1280 33.865667 -117.833667 8.8 3.50 ml 186.0 21.0 0.05225
... ... ... ... ... ... ... ... ...
32749 33.985167 -117.029667 20.42 3.01 ml 6 137 0.2874
32766 33.729000 -117.872833 6 3.46 ml 6 138 0.4864
32812 33.241000 -117.471667 6.0 3.59 ml 11.0 176.0 0.5223
32852 33.720000 -117.903333 6.0 3.23 ml 7.0 163.0 0.3916
32875 33.939667 -117.562167 0.0 3.15 ml 8.0 144.0 0.1642
rms net ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997 \
307 0.25 ci ... NaN NaN NaN NaN
487 0.23 ci ... NaN NaN NaN NaN
952 0.18 ci ... NaN NaN NaN NaN
1208 0.26 ci ... NaN NaN NaN NaN
1280 0.27 ci ... NaN NaN NaN NaN
... ... .. ... ... ... ... ...
32749 0.24 ci ... NaN NaN NaN NaN
32766 0.69 ci ... NaN NaN NaN NaN
32812 0.44 ci ... NaN NaN NaN NaN
32852 0.32 ci ... NaN NaN NaN NaN
32875 0.5 ci ... NaN NaN NaN NaN
Unnamed: 998 Unnamed: 999 \r Date Energy grid_label
307 NaN NaN \r 2022-10-03 0.749953 Grid_-118_33
487 NaN NaN \r 2022-02-06 0.857649 Grid_-118_33
952 NaN NaN \r 2021-01-26 0.762815 Grid_-118_33
1208 NaN NaN \r 2020-09-21 0.791896 Grid_-118_33
1280 NaN NaN \r 2020-08-03 0.835175 Grid_-118_33
... ... ... .. ... ... ...
32749 NaN NaN \r 1961-05-29 0.734627 Grid_-118_33
32766 NaN NaN \r 1961-04-04 0.827512 Grid_-118_33
32812 NaN NaN \r 1960-11-25 0.852101 Grid_-118_33
32852 NaN NaN \r 1960-07-08 0.781655 Grid_-118_33
32875 NaN NaN \r 1960-03-25 0.764935 Grid_-118_33
[281 rows x 1003 columns], 'Grid_-118_34': latitude longitude depth mag magType nst gap dmin \
285 34.341833 -117.569000 4.35 3.01 ml 130.0 26.0 0.09885
333 34.020333 -117.559500 11.39 3.57 mw 172.0 15.0 0.01579
353 34.460333 -117.807500 5.14 3.33 ml 124.0 20.0 0.03137
368 34.220667 -117.595167 13.57 3.25 ml 149.0 16.0 0.05554
452 34.049833 -117.564500 7.4 3.28 ml 198.0 18.0 0.03922
... ... ... ... ... ... ... ... ...
32838 34.068167 -117.300833 15.43 3.54 ml 11.0 111.0 0.09688
32839 34.155833 -117.434667 1.02 3.84 ml 13.0 110.0 0.1692
32854 34.126333 -117.477333 1.32 4.09 ml 11.0 107.0 0.1572
32883 34.011167 -117.586500 4.43 3.79 ml 8.0 137.0 0.1762
32898 34.014833 -117.710667 6.22 3.03 ml 9.0 139.0 0.2793
rms net ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997 \
285 0.22 ci ... NaN NaN NaN NaN
333 0.22 ci ... NaN NaN NaN NaN
353 0.2 ci ... NaN NaN NaN NaN
368 0.21 ci ... NaN NaN NaN NaN
452 0.24 ci ... NaN NaN NaN NaN
... ... .. ... ... ... ... ...
32838 0.27 ci ... NaN NaN NaN NaN
32839 0.47 ci ... NaN NaN NaN NaN
32854 0.61 ci ... NaN NaN NaN NaN
32883 0.26 ci ... NaN NaN NaN NaN
32898 0.56 ci ... NaN NaN NaN NaN
Unnamed: 998 Unnamed: 999 \r Date Energy grid_label
285 NaN NaN \r 2022-10-31 0.734627 Grid_-118_34
333 NaN NaN \r 2022-09-03 0.848377 Grid_-118_34
353 NaN NaN \r 2022-08-03 0.801982 Grid_-118_34
368 NaN NaN \r 2022-07-14 0.785770 Grid_-118_34
452 NaN NaN \r 2022-03-22 0.791896 Grid_-118_34
... ... ... .. ... ... ...
32838 NaN NaN \r 1960-09-01 0.842751 Grid_-118_34
32839 NaN NaN \r 1960-08-21 0.896982 Grid_-118_34
32854 NaN NaN \r 1960-06-28 0.939030 Grid_-118_34
32883 NaN NaN \r 1960-02-24 0.888244 Grid_-118_34
32898 NaN NaN \r 1960-01-05 0.739042 Grid_-118_34
[452 rows x 1003 columns], 'Grid_-118_35': latitude longitude depth mag magType nst gap dmin rms \
280 35.741500 -117.566667 3.56 3.19 ml 45.0 70.0 0.07821 0.15
301 35.657833 -117.484167 4.94 3.01 ml 41.0 47.0 0.07339 0.14
367 35.709167 -117.584333 6.3 4.58 mw 60.0 43.0 0.08708 0.19
397 35.987667 -117.408167 0.72 3.24 ml 41.0 38.0 0.1399 0.17
408 35.794500 -117.625333 5.92 3.08 ml 56.0 29.0 0.031 0.17
... ... ... ... ... ... ... ... ... ...
32750 35.726667 -117.756833 0.41 3.40 ml 9 83 0.1571 0.52
32773 35.167000 -117.051500 6.0 3.72 ml 11.0 174.0 0.7858 0.43
32817 35.766167 -117.943833 6.0 3.48 ml 10.0 84.0 0.2859 0.48
32828 35.594500 -117.513833 0.01 3.17 ml 8.0 183.0 0.231 0.77
32853 35.140500 -117.049500 6.0 4.44 ml 12.0 198.0 0.8087 0.47
net ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997 \
280 ci ... NaN NaN NaN NaN
301 ci ... NaN NaN NaN NaN
367 ci ... NaN NaN NaN NaN
397 ci ... NaN NaN NaN NaN
408 ci ... NaN NaN NaN NaN
... .. ... ... ... ... ...
32750 ci ... NaN NaN NaN NaN
32773 ci ... NaN NaN NaN NaN
32817 ci ... NaN NaN NaN NaN
32828 ci ... NaN NaN NaN NaN
32853 ci ... NaN NaN NaN NaN
Unnamed: 998 Unnamed: 999 \r Date Energy grid_label
280 NaN NaN \r 2022-11-11 0.773347 Grid_-118_35
301 NaN NaN \r 2022-10-09 0.734627 Grid_-118_35
367 NaN NaN \r 2022-07-15 1.014466 Grid_-118_35
397 NaN NaN \r 2022-06-15 0.783716 Grid_-118_35
408 NaN NaN \r 2022-05-31 0.749953 Grid_-118_35
... ... ... .. ... ... ...
32750 NaN NaN \r 1961-05-29 0.815850 Grid_-118_35
32773 NaN NaN \r 1961-03-12 0.875816 Grid_-118_35
32817 NaN NaN \r 1960-11-13 0.831355 Grid_-118_35
32828 NaN NaN \r 1960-10-16 0.769154 Grid_-118_35
32853 NaN NaN \r 1960-07-01 0.993770 Grid_-118_35
[1656 rows x 1003 columns], 'Grid_-118_36': latitude longitude depth mag magType nst gap dmin rms \
315 36.172167 -117.835500 7.13 3.04 ml 31.0 43.0 0.1162 0.16
359 36.189000 -117.815667 6.86 3.10 ml 52.0 35.0 0.07801 0.18
496 36.023500 -117.775500 1.83 3.12 ml 42.0 29.0 0.008475 0.16
497 36.023000 -117.776333 1.63 3.02 ml 33.0 50.0 0.009243 0.13
498 36.025667 -117.779167 1.74 3.03 ml 37.0 30.0 0.01128 0.14
... ... ... ... ... ... ... ... ... ...
32287 36.178167 -117.671333 10.56 3.14 ml 8 167 0.2273 0.47
32288 36.117167 -117.681167 0.85 3.64 ml 11 163 0.2165 0.29
32540 36.089000 -117.775667 6 3.05 mh 3 172 0.1471 0.39
32541 36.063333 -117.781667 6 3.12 ml 3 167 0.153 0.27
32658 36.413833 -117.952000 6 3.50 mh 5 280 0.6623 0.63
net ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997 \
315 ci ... NaN NaN NaN NaN
359 ci ... NaN NaN NaN NaN
496 ci ... NaN NaN NaN NaN
497 ci ... NaN NaN NaN NaN
498 ci ... NaN NaN NaN NaN
... .. ... ... ... ... ...
32287 ci ... NaN NaN NaN NaN
32288 ci ... NaN NaN NaN NaN
32540 ci ... NaN NaN NaN NaN
32541 ci ... NaN NaN NaN NaN
32658 ci ... NaN NaN NaN NaN
Unnamed: 998 Unnamed: 999 \r Date Energy grid_label
315 NaN NaN \r 2022-09-21 0.741238 Grid_-118_36
359 NaN NaN \r 2022-07-22 0.754268 Grid_-118_36
496 NaN NaN \r 2022-01-26 0.758555 Grid_-118_36
497 NaN NaN \r 2022-01-26 0.736838 Grid_-118_36
498 NaN NaN \r 2022-01-26 0.739042 Grid_-118_36
... ... ... .. ... ... ...
32287 NaN NaN \r 1963-08-24 0.762815 Grid_-118_36
32288 NaN NaN \r 1963-08-24 0.861322 Grid_-118_36
32540 NaN NaN \r 1962-06-24 0.743428 Grid_-118_36
32541 NaN NaN \r 1962-06-24 0.758555 Grid_-118_36
32658 NaN NaN \r 1961-10-31 0.835175 Grid_-118_36
[606 rows x 1003 columns], 'Grid_-118_37': latitude longitude depth mag magType nst gap dmin rms \
514 37.336333 -117.902833 8.72 3.01 ml 47.0 70.0 0.321 0.1
518 37.333833 -117.902333 9.5 4.75 mw 65.0 70.0 0.3206 0.1
907 37.122333 -117.490333 -1.36 3.21 ml 27.0 93.0 0.1662 0.15
991 37.535500 -117.735100 11.3 3.40 ml 30.0 56.16 0.311 0.1428
1305 37.528700 -117.438000 6.7 3.00 ml 45.0 61.68 0.269 0.1423
... ... ... ... ... ... ... ... ... ...
32682 37.613500 -117.665667 6 3.48 ml 4 318 0.717 0.11
32683 37.621833 -117.790167 6 3.10 ml 4 323 0.6663 0.5
32684 37.635000 -117.771167 6 3.13 ml 3 322 0.6855 0.17
32685 37.662000 -117.725167 6 3.80 ml 5 322 0.728 0.33
32895 37.161167 -117.827333 0.0 3.79 ml 6.0 275.0 0.3392 0.69
net ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997 \
514 nc ... NaN NaN NaN NaN
518 nc ... NaN NaN NaN NaN
907 ci ... NaN NaN NaN NaN
991 nn ... NaN NaN NaN NaN
1305 nn ... NaN NaN NaN NaN
... .. ... ... ... ... ...
32682 ci ... NaN NaN NaN NaN
32683 ci ... NaN NaN NaN NaN
32684 ci ... NaN NaN NaN NaN
32685 ci ... NaN NaN NaN NaN
32895 ci ... NaN NaN NaN NaN
Unnamed: 998 Unnamed: 999 \r Date Energy grid_label
514 NaN NaN \r 2022-01-07 0.734627 Grid_-118_37
518 NaN NaN \r 2022-01-06 1.038763 Grid_-118_37
907 NaN NaN \r 2021-03-09 0.777514 Grid_-118_37
991 NaN NaN \r 2020-12-27 0.815850 Grid_-118_37
1305 NaN NaN \r 2020-07-15 0.732408 Grid_-118_37
... ... ... .. ... ... ...
32682 NaN NaN \r 1961-10-02 0.831355 Grid_-118_37
32683 NaN NaN \r 1961-10-02 0.754268 Grid_-118_37
32684 NaN NaN \r 1961-10-02 0.760689 Grid_-118_37
32685 NaN NaN \r 1961-10-01 0.890001 Grid_-118_37
32895 NaN NaN \r 1960-01-11 0.888244 Grid_-118_37
[306 rows x 1003 columns], 'Grid_-118_38': latitude longitude depth mag magType nst gap dmin rms \
276 38.186400 -117.865500 6.3 3.50 ml 34.0 52.43 0.088 0.2189
298 38.153300 -117.944600 9.8 3.10 ml 25.0 52.25 0.019 0.1303
309 38.151000 -117.974800 9.3 3.10 ml 20.0 67.43 0.017 0.1596
338 38.150200 -117.899300 6.1 3.90 ml 31.0 41.62 0.049 0.126
341 38.181300 -117.971700 2.8 3.40 ml 22.0 73.53 0.021 0.168
... ... ... ... ... ... ... ... ... ...
26093 38.421333 -117.616000 6.0 3.00 ml 4.0 327.0 1.449 0.81
26305 38.511000 -117.879000 5.0 4.00 ml NaN NaN NaN NaN
26518 38.249000 -117.504333 6.0 3.06 ml 2.0 357.0 1.863 0.08
26985 38.944000 -117.990000 5.0 4.00 mb NaN NaN NaN NaN
32001 38.900000 -117.700000 33 4.60 mb NaN NaN NaN NaN
net ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997 \
276 nn ... NaN NaN NaN NaN
298 nn ... NaN NaN NaN NaN
309 nn ... NaN NaN NaN NaN
338 nn ... NaN NaN NaN NaN
341 nn ... NaN NaN NaN NaN
... ... ... ... ... ... ...
26093 ci ... NaN NaN NaN NaN
26305 us ... NaN NaN NaN NaN
26518 ci ... NaN NaN NaN NaN
26985 us ... NaN NaN NaN NaN
32001 ushis ... NaN NaN NaN NaN
Unnamed: 998 Unnamed: 999 \r Date Energy grid_label
276 NaN NaN \r 2022-11-23 0.835175 Grid_-118_38
298 NaN NaN \r 2022-10-15 0.754268 Grid_-118_38
309 NaN NaN \r 2022-09-29 0.754268 Grid_-118_38
338 NaN NaN \r 2022-08-30 0.907318 Grid_-118_38
341 NaN NaN \r 2022-08-28 0.815850 Grid_-118_38
... ... ... .. ... ... ...
26093 NaN NaN \r 1979-10-15 0.732408 Grid_-118_38
26305 NaN NaN \r 1979-06-08 0.924196 Grid_-118_38
26518 NaN NaN \r 1978-12-31 0.745610 Grid_-118_38
26985 NaN NaN \r 1978-03-05 0.924196 Grid_-118_38
32001 NaN NaN \r 1965-04-13 1.017371 Grid_-118_38
[464 rows x 1003 columns], 'Grid_-119_32': latitude longitude depth mag magType nst gap dmin rms \
372 32.498000 -118.240500 5.93 3.58 mw 22.0 244.0 0.5456 0.35
380 32.715000 -118.204667 5.84 3.20 ml 39.0 212.0 0.3909 0.31
571 32.853833 -118.449500 3.08 3.06 ml 26.0 233.0 0.1501 0.37
848 32.912833 -118.606667 5.86 3.04 ml 36.0 245.0 0.477 0.24
1683 32.422833 -118.271500 17.49 3.00 ml 14.0 246.0 0.6021 0.24
... ... ... ... ... ... ... ... ... ...
32038 32.558833 -118.466000 0.01 3.14 ml 9 225 1.112 0.67
32069 32.721333 -118.273833 6 3.29 ml 11 207 1.161 0.76
32144 32.741000 -118.555000 0.01 3.28 ml 10 240 1.44 0.61
32813 32.821833 -118.157167 6.0 3.21 ml 11.0 195.0 0.9453 0.85
32814 32.705000 -118.266667 6.0 3.03 ml 9.0 208.0 NaN 0.42
net ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997 \
372 ci ... NaN NaN NaN NaN
380 ci ... NaN NaN NaN NaN
571 ci ... NaN NaN NaN NaN
848 ci ... NaN NaN NaN NaN
1683 ci ... NaN NaN NaN NaN
... .. ... ... ... ... ...
32038 ci ... NaN NaN NaN NaN
32069 ci ... NaN NaN NaN NaN
32144 ci ... NaN NaN NaN NaN
32813 ci ... NaN NaN NaN NaN
32814 ci ... NaN NaN NaN NaN
Unnamed: 998 Unnamed: 999 \r Date Energy grid_label
372 NaN NaN \r 2022-07-13 0.850242 Grid_-119_32
380 NaN NaN \r 2022-07-05 0.775434 Grid_-119_32
571 NaN NaN \r 2021-11-05 0.745610 Grid_-119_32
848 NaN NaN \r 2021-05-06 0.741238 Grid_-119_32
1683 NaN NaN \r 2020-05-15 0.732408 Grid_-119_32
... ... ... .. ... ... ...
32038 NaN NaN \r 1965-01-11 0.762815 Grid_-119_32
32069 NaN NaN \r 1964-11-12 0.793925 Grid_-119_32
32144 NaN NaN \r 1964-06-04 0.791896 Grid_-119_32
32813 NaN NaN \r 1960-11-23 0.777514 Grid_-119_32
32814 NaN NaN \r 1960-11-23 0.739042 Grid_-119_32
[163 rows x 1003 columns], 'Grid_-119_33': latitude longitude depth mag magType nst gap dmin \
365 33.419667 -118.009000 9.99 3.55 ml 98.0 96.0 0.2078
491 33.949000 -118.204833 15.79 3.26 ml 123.0 20.0 0.04203
619 33.831333 -118.263667 11.86 4.28 mw 181.0 60.0 0.03611
760 33.949833 -118.394667 11.69 3.16 ml 115.0 46.0 0.02354
843 33.845333 -118.449000 11.84 3.45 mlr 182.0 64.0 0.07522
... ... ... ... ... ... ... ... ...
32747 33.912500 -118.471833 4.56 3.05 ml 9 107 0.1802
32811 33.185000 -118.939333 6.0 3.49 ml 10.0 174.0 0.4799
32820 33.714167 -118.026000 6.0 3.34 ml 8.0 119.0 0.4497
32840 33.686667 -118.369000 1.05 3.84 ml 10.0 122.0 0.06557
32860 33.893000 -118.660333 6.0 3.11 ml 10.0 103.0 0.4796
rms net ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997 \
365 0.26 ci ... NaN NaN NaN NaN
491 0.25 ci ... NaN NaN NaN NaN
619 0.28 ci ... NaN NaN NaN NaN
760 0.21 ci ... NaN NaN NaN NaN
843 0.28 ci ... NaN NaN NaN NaN
... ... .. ... ... ... ... ...
32747 0.38 ci ... NaN NaN NaN NaN
32811 0.78 ci ... NaN NaN NaN NaN
32820 0.7 ci ... NaN NaN NaN NaN
32840 0.57 ci ... NaN NaN NaN NaN
32860 0.63 ci ... NaN NaN NaN NaN
Unnamed: 998 Unnamed: 999 \r Date Energy grid_label
365 NaN NaN \r 2022-07-17 0.844632 Grid_-119_33
491 NaN NaN \r 2022-02-01 0.787818 Grid_-119_33
619 NaN NaN \r 2021-09-18 0.969302 Grid_-119_33
760 NaN NaN \r 2021-06-24 0.767048 Grid_-119_33
843 NaN NaN \r 2021-05-09 0.825583 Grid_-119_33
... ... ... .. ... ... ...
32747 NaN NaN \r 1961-06-12 0.743428 Grid_-119_33
32811 NaN NaN \r 1960-11-28 0.833268 Grid_-119_33
32820 NaN NaN \r 1960-11-06 0.803981 Grid_-119_33
32840 NaN NaN \r 1960-08-20 0.896982 Grid_-119_33
32860 NaN NaN \r 1960-05-18 0.756415 Grid_-119_33
[265 rows x 1003 columns], 'Grid_-119_34': latitude longitude depth mag magType nst gap dmin \
481 34.389167 -118.641500 3.23 3.17 ml 93.0 17.0 0.03877
513 34.436500 -118.991167 1.8 3.56 ml 105.0 19.0 0.06392
580 34.016833 -118.197333 17.15 3.61 mw 126.0 15.0 0.01676
623 34.227833 -118.897667 2.41 3.62 mw 110.0 36.0 0.02622
918 34.269833 -118.704667 10.93 3.02 ml 110.0 31.0 0.03701
... ... ... ... ... ... ... ... ...
32757 34.326167 -118.550167 6 3.15 ml 12 82 0.3606
32805 34.663000 -118.578167 6.0 3.00 ml 8.0 159.0 0.6138
32877 34.365333 -118.978500 6.0 3.22 ml 8.0 159.0 0.5091
32878 34.991333 -118.828333 1.55 3.49 ml 11.0 88.0 0.1333
32894 34.929667 -118.811833 4.59 3.37 ml 6.0 142.0 0.09296
rms net ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997 \
481 0.25 ci ... NaN NaN NaN NaN
513 0.29 ci ... NaN NaN NaN NaN
580 0.24 ci ... NaN NaN NaN NaN
623 0.28 ci ... NaN NaN NaN NaN
918 0.22 ci ... NaN NaN NaN NaN
... ... .. ... ... ... ... ...
32757 0.52 ci ... NaN NaN NaN NaN
32805 0.61 ci ... NaN NaN NaN NaN
32877 0.54 ci ... NaN NaN NaN NaN
32878 0.59 ci ... NaN NaN NaN NaN
32894 0.36 ci ... NaN NaN NaN NaN
Unnamed: 998 Unnamed: 999 \r Date Energy grid_label
481 NaN NaN \r 2022-02-14 0.769154 Grid_-119_34
513 NaN NaN \r 2022-01-08 0.846507 Grid_-119_34
580 NaN NaN \r 2021-10-24 0.855805 Grid_-119_34
623 NaN NaN \r 2021-09-13 0.857649 Grid_-119_34
918 NaN NaN \r 2021-02-26 0.736838 Grid_-119_34
... ... ... .. ... ... ...
32757 NaN NaN \r 1961-05-07 0.764935 Grid_-119_34
32805 NaN NaN \r 1960-12-23 0.732408 Grid_-119_34
32877 NaN NaN \r 1960-03-16 0.779588 Grid_-119_34
32878 NaN NaN \r 1960-03-06 0.833268 Grid_-119_34
32894 NaN NaN \r 1960-01-18 0.809942 Grid_-119_34
[1112 rows x 1003 columns], 'Grid_-119_35': latitude longitude depth mag magType nst gap dmin rms \
267 35.508667 -118.391500 5.07 3.56 mw 58.0 21.0 0.1678 0.16
299 35.048667 -118.995833 12.27 3.67 mw 81.0 19.0 0.07285 0.27
312 35.507667 -118.388500 5.18 3.70 mw 63.0 20.0 0.1698 0.17
340 35.644333 -118.318167 7.28 3.42 ml 60.0 39.0 0.05762 0.16
361 35.514333 -118.387333 5.38 3.38 ml 62.0 26.0 0.1641 0.16
... ... ... ... ... ... ... ... ... ...
32874 35.973500 -118.408333 6.0 3.20 ml 10.0 134.0 0.3146 0.52
32881 35.330500 -118.613500 6.0 3.32 ml 10.0 152.0 0.3505 0.63
32882 35.380500 -118.681667 6.0 3.00 ml 7.0 190.0 0.3287 0.58
32885 35.367000 -118.544167 6.0 3.02 ml 9.0 112.0 0.3006 0.58
32886 35.350667 -118.563667 6.0 3.20 ml 9.0 112.0 0.3199 0.68
net ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997 \
267 ci ... NaN NaN NaN NaN
299 ci ... NaN NaN NaN NaN
312 ci ... NaN NaN NaN NaN
340 ci ... NaN NaN NaN NaN
361 ci ... NaN NaN NaN NaN
... .. ... ... ... ... ...
32874 ci ... NaN NaN NaN NaN
32881 ci ... NaN NaN NaN NaN
32882 ci ... NaN NaN NaN NaN
32885 ci ... NaN NaN NaN NaN
32886 ci ... NaN NaN NaN NaN
Unnamed: 998 Unnamed: 999 \r Date Energy grid_label
267 NaN NaN \r 2022-12-07 0.846507 Grid_-119_35
299 NaN NaN \r 2022-10-12 0.866794 Grid_-119_35
312 NaN NaN \r 2022-09-27 0.872222 Grid_-119_35
340 NaN NaN \r 2022-08-28 0.819760 Grid_-119_35
361 NaN NaN \r 2022-07-18 0.811917 Grid_-119_35
... ... ... .. ... ... ...
32874 NaN NaN \r 1960-03-25 0.775434 Grid_-119_35
32881 NaN NaN \r 1960-02-26 0.799977 Grid_-119_35
32882 NaN NaN \r 1960-02-25 0.732408 Grid_-119_35
32885 NaN NaN \r 1960-02-22 0.736838 Grid_-119_35
32886 NaN NaN \r 1960-02-21 0.775434 Grid_-119_35
[548 rows x 1003 columns], 'Grid_-119_36': latitude longitude depth mag magType nst gap dmin rms \
420 36.918000 -118.007667 1.49 3.15 ml 21.0 77.0 0.1956 0.22
423 36.132000 -118.065833 2.48 3.45 ml 50.0 45.0 0.09131 0.17
596 36.989000 -118.325333 8.89 3.52 mw 46.0 65.0 0.1002 0.11
632 36.150000 -118.065333 2.63 3.31 ml 45.0 46.0 0.09691 0.16
929 36.157500 -118.071000 1.67 3.47 ml 38.0 46.0 0.1043 0.2
... ... ... ... ... ... ... ... ... ...
32184 36.771000 -118.144833 5.59 3.58 ml 8 156 0.2908 0.43
32496 36.060167 -118.107667 6 3.06 ml 5 125 0.4805 0.45
32729 36.221000 -118.392000 6 3.16 ml 6 136 0.561 0.43
32841 36.155833 -118.058667 2.69 3.01 ml 7.0 137.0 0.09197 0.6
32876 36.225500 -118.312500 6.0 3.35 ml 8.0 144.0 0.3083 0.46
net ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997 \
420 ci ... NaN NaN NaN NaN
423 ci ... NaN NaN NaN NaN
596 nc ... NaN NaN NaN NaN
632 ci ... NaN NaN NaN NaN
929 ci ... NaN NaN NaN NaN
... .. ... ... ... ... ...
32184 ci ... NaN NaN NaN NaN
32496 ci ... NaN NaN NaN NaN
32729 ci ... NaN NaN NaN NaN
32841 ci ... NaN NaN NaN NaN
32876 ci ... NaN NaN NaN NaN
Unnamed: 998 Unnamed: 999 \r Date Energy grid_label
420 NaN NaN \r 2022-05-09 0.764935 Grid_-119_36
423 NaN NaN \r 2022-05-02 0.825583 Grid_-119_36
596 NaN NaN \r 2021-10-06 0.838974 Grid_-119_36
632 NaN NaN \r 2021-09-05 0.797965 Grid_-119_36
929 NaN NaN \r 2021-02-21 0.829436 Grid_-119_36
... ... ... .. ... ... ...
32184 NaN NaN \r 1964-02-15 0.850242 Grid_-119_36
32496 NaN NaN \r 1962-09-17 0.745610 Grid_-119_36
32729 NaN NaN \r 1961-08-12 0.767048 Grid_-119_36
32841 NaN NaN \r 1960-08-17 0.734627 Grid_-119_36
32876 NaN NaN \r 1960-03-24 0.805974 Grid_-119_36
[156 rows x 1003 columns], 'Grid_-119_37': latitude longitude depth mag magType nst gap dmin rms \
273 37.156333 -118.338000 8.17 3.91 ml 29.0 109.0 0.08622 0.06
327 37.466500 -118.812333 8.99 3.00 ml 37.0 62.0 0.1133 0.04
360 37.913333 -118.455167 10.03 3.06 ml 41.0 65.0 0.1248 0.1
381 37.353000 -118.551667 10.3 3.38 ml 42.0 40.0 0.1779 0.07
385 37.192500 -118.269500 11.63 3.24 ml 32.0 101.0 0.03959 0.08
... ... ... ... ... ... ... ... ... ...
32786 37.485333 -118.497333 6.0 5.10 mh 11.0 301.0 NaN 0.65
32787 37.769500 -118.198000 6.0 5.30 mh 6.0 317.0 1.642 0.67
32810 37.571000 -118.803000 6.0 3.52 ml 4.0 332.0 0.689 0.2
32835 37.705667 -118.412333 6.0 4.00 mh 4.0 331.0 1.61 0.57
32858 37.517000 -118.733000 16.0 4.91 mw NaN NaN NaN NaN
net ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997 \
273 nc ... NaN NaN NaN NaN
327 nc ... NaN NaN NaN NaN
360 nc ... NaN NaN NaN NaN
381 nc ... NaN NaN NaN NaN
385 nc ... NaN NaN NaN NaN
... ... ... ... ... ... ...
32786 ci ... NaN NaN NaN NaN
32787 ci ... NaN NaN NaN NaN
32810 ci ... NaN NaN NaN NaN
32835 ci ... NaN NaN NaN NaN
32858 ushis ... NaN NaN NaN NaN
Unnamed: 998 Unnamed: 999 \r Date Energy grid_label
273 NaN NaN \r 2022-12-02 0.909025 Grid_-119_37
327 NaN NaN \r 2022-09-13 0.732408 Grid_-119_37
360 NaN NaN \r 2022-07-19 0.745610 Grid_-119_37
381 NaN NaN \r 2022-07-04 0.811917 Grid_-119_37
385 NaN NaN \r 2022-07-01 0.783716 Grid_-119_37
... ... ... .. ... ... ...
32786 NaN NaN \r 1961-02-02 1.086160 Grid_-119_37
32787 NaN NaN \r 1961-02-02 1.111805 Grid_-119_37
32810 NaN NaN \r 1960-12-01 0.838974 Grid_-119_37
32835 NaN NaN \r 1960-09-08 0.924196 Grid_-119_37
32858 NaN NaN \r 1960-06-05 1.060849 Grid_-119_37
[3430 rows x 1003 columns], 'Grid_-119_38': latitude longitude depth mag magType nst gap dmin rms \
426 38.700100 -118.479100 8.6 3.30 ml 29.0 52.68 0.287 0.1329
436 38.001600 -118.046200 5.9 3.30 ml 25.0 50.68 0.13 0.1234
467 38.141000 -118.020600 9.4 3.50 ml 29.0 53.59 0.048 0.1272
474 38.251100 -118.362400 7.9 3.50 ml 21.0 60.49 0.112 0.1139
493 38.142000 -118.005200 8.0 3.90 ml 25.0 77.33 0.036 0.1067
... ... ... ... ... ... ... ... ... ...
31844 38.148167 -118.252667 6 3.68 ml 5 325 1.092 0.21
32089 38.500000 -118.400000 26 5.00 mb NaN NaN NaN NaN
32165 38.800000 -118.700000 16 4.50 mb NaN NaN NaN NaN
32340 38.126500 -118.629833 6 3.61 ml 2 359 1.117 1.1
32570 38.500000 -118.100000 25 4.60 ml NaN NaN NaN NaN
net ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997 \
426 nn ... NaN NaN NaN NaN
436 nn ... NaN NaN NaN NaN
467 nn ... NaN NaN NaN NaN
474 nn ... NaN NaN NaN NaN
493 nn ... NaN NaN NaN NaN
... ... ... ... ... ... ...
31844 ci ... NaN NaN NaN NaN
32089 ushis ... NaN NaN NaN NaN
32165 ushis ... NaN NaN NaN NaN
32340 ci ... NaN NaN NaN NaN
32570 ushis ... NaN NaN NaN NaN
Unnamed: 998 Unnamed: 999 \r Date Energy grid_label
426 NaN NaN \r 2022-04-28 0.795948 Grid_-119_38
436 NaN NaN \r 2022-04-14 0.795948 Grid_-119_38
467 NaN NaN \r 2022-03-01 0.835175 Grid_-119_38
474 NaN NaN \r 2022-02-21 0.835175 Grid_-119_38
493 NaN NaN \r 2022-01-30 0.907318 Grid_-119_38
... ... ... .. ... ... ...
31844 NaN NaN \r 1966-02-06 0.868609 Grid_-119_38
32089 NaN NaN \r 1964-10-23 1.072959 Grid_-119_38
32165 NaN NaN \r 1964-03-22 1.002718 Grid_-119_38
32340 NaN NaN \r 1963-05-26 0.855805 Grid_-119_38
32570 NaN NaN \r 1962-04-25 1.017371 Grid_-119_38
[746 rows x 1003 columns], 'Grid_-120_32': latitude longitude depth mag magType nst gap dmin \
1914 32.923667 -119.158167 5.83 3.74 ml 11.0 308.0 0.5656
7942 32.474333 -119.266833 16.919 3.14 ml 2 334.0 1.023
10316 32.941667 -119.115167 6.639 3.10 ml 4.0 326.0 0.4792
12998 32.964000 -119.138000 5.765 3.30 ml 0.0 224.2 NaN
13766 32.906000 -119.124000 5.765 3.13 ml 0.0 235.2 NaN
20075 32.490000 -119.530000 6.0 3.30 ml NaN NaN NaN
23244 32.867000 -119.983000 16 3.80 mb NaN NaN NaN
23609 32.505000 -119.222000 5.783 3.64 ml 0.0 242.3 NaN
26338 32.682000 -119.600000 5.0 3.10 ml NaN NaN NaN
31468 32.953333 -119.082333 6.0 3.13 ml 8.0 33.0 0.4508
32024 32.742667 -119.020500 6 3.61 ml 12 230 0.6468
rms net ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997 \
1914 0.14 ci ... NaN NaN NaN NaN
7942 0.07 ci ... NaN NaN NaN NaN
10316 0.13 ci ... NaN NaN NaN NaN
12998 0.27 ci ... NaN NaN NaN NaN
13766 0.243 ci ... NaN NaN NaN NaN
20075 NaN us ... NaN NaN NaN NaN
23244 NaN us ... NaN NaN NaN NaN
23609 0.332 ci ... NaN NaN NaN NaN
26338 NaN us ... NaN NaN NaN NaN
31468 0.47 ci ... NaN NaN NaN NaN
32024 0.54 ci ... NaN NaN NaN NaN
Unnamed: 998 Unnamed: 999 \r Date Energy grid_label
1914 NaN NaN \r 2019-12-25 0.879390 Grid_-120_32
7942 NaN NaN \r 2007-08-01 0.762815 Grid_-120_32
10316 NaN NaN \r 2001-03-17 0.754268 Grid_-120_32
12998 NaN NaN \r 1996-08-19 0.795948 Grid_-120_32
13766 NaN NaN \r 1994-11-02 0.760689 Grid_-120_32
20075 NaN NaN \r 1986-11-21 0.795948 Grid_-120_32
23244 NaN NaN \r 1982-09-20 0.890001 Grid_-120_32
23609 NaN NaN \r 1982-01-28 0.861322 Grid_-120_32
26338 NaN NaN \r 1979-05-08 0.754268 Grid_-120_32
31468 NaN NaN \r 1968-03-31 0.760689 Grid_-120_32
32024 NaN NaN \r 1965-02-12 0.855805 Grid_-120_32
[11 rows x 1003 columns], 'Grid_-120_33': latitude longitude depth mag magType nst gap dmin rms \
591 33.873833 -119.344333 5.91 3.25 ml 61.0 134.0 0.3232 0.32
1868 33.872500 -119.359667 5.95 3.08 ml 28.0 138.0 0.3287 0.28
1906 33.917333 -119.228333 5.94 4.03 mw 80.0 150.0 0.2607 0.29
3211 33.819500 -119.303833 5.89 3.03 ml 54.0 87.0 0.3266 0.26
3453 33.819833 -119.734000 9.82 5.29 mw 88.0 132.0 0.1935 0.27
... ... ... ... ... ... ... ... ... ...
32590 33.989167 -119.449833 6 3.00 ml 4 192 0.7438 0.28
32654 33.320167 -119.057833 6 3.02 ml 9 152 0.384 0.57
32689 33.200333 -119.096500 6 3.11 ml 9 199 0.3473 0.55
32759 33.696000 -119.230833 6 3.10 ml 10 218 0.8446 0.37
32774 33.484500 -119.027833 6.0 3.65 ml 12.0 129.0 0.467 0.69
net ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997 \
591 ci ... NaN NaN NaN NaN
1868 ci ... NaN NaN NaN NaN
1906 ci ... NaN NaN NaN NaN
3211 ci ... NaN NaN NaN NaN
3453 ci ... NaN NaN NaN NaN
... .. ... ... ... ... ...
32590 ci ... NaN NaN NaN NaN
32654 ci ... NaN NaN NaN NaN
32689 ci ... NaN NaN NaN NaN
32759 ci ... NaN NaN NaN NaN
32774 ci ... NaN NaN NaN NaN
Unnamed: 998 Unnamed: 999 \r Date Energy grid_label
591 NaN NaN \r 2021-10-12 0.785770 Grid_-120_33
1868 NaN NaN \r 2020-02-25 0.749953 Grid_-120_33
1906 NaN NaN \r 2020-01-02 0.929178 Grid_-120_33
3211 NaN NaN \r 2019-05-03 0.739042 Grid_-120_33
3453 NaN NaN \r 2018-04-05 1.110545 Grid_-120_33
... ... ... .. ... ... ...
32590 NaN NaN \r 1962-03-26 0.732408 Grid_-120_33
32654 NaN NaN \r 1961-11-04 0.736838 Grid_-120_33
32689 NaN NaN \r 1961-09-28 0.756415 Grid_-120_33
32759 NaN NaN \r 1961-04-30 0.754268 Grid_-120_33
32774 NaN NaN \r 1961-03-12 0.863151 Grid_-120_33
[106 rows x 1003 columns], 'Grid_-120_34': latitude longitude depth mag magType nst gap dmin \
415 34.912333 -119.353000 5.83 3.26 ml 72.0 26.0 0.05664
469 34.422167 -119.136000 17.29 3.05 ml 96.0 23.0 0.01477
470 34.421167 -119.132000 19.66 3.98 mw 129.0 18.0 0.01636
484 34.417167 -119.132333 18.74 3.86 mw 114.0 22.0 0.02016
507 34.438667 -119.298500 10.42 3.19 ml 81.0 28.0 0.0416
... ... ... ... ... ... ... ... ...
32575 34.313833 -119.229500 6 3.87 ml 12 95 0.421
32577 34.271500 -119.314667 6 3.31 ml 9 77 NaN
32809 34.318667 -119.875833 4.0 3.27 ml 8.0 228.0 0.1804
32850 34.279667 -119.100333 6.0 3.36 ml 8.0 158.0 0.5332
32880 34.337000 -119.832333 8.0 3.09 ml 7.0 289.0 0.1419
rms net ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997 \
415 0.31 ci ... NaN NaN NaN NaN
469 0.29 ci ... NaN NaN NaN NaN
470 0.32 ci ... NaN NaN NaN NaN
484 0.3 ci ... NaN NaN NaN NaN
507 0.33 ci ... NaN NaN NaN NaN
... ... .. ... ... ... ... ...
32575 0.72 ci ... NaN NaN NaN NaN
32577 0.69 ci ... NaN NaN NaN NaN
32809 0.39 ci ... NaN NaN NaN NaN
32850 0.36 ci ... NaN NaN NaN NaN
32880 0.43 ci ... NaN NaN NaN NaN
Unnamed: 998 Unnamed: 999 \r Date Energy grid_label
415 NaN NaN \r 2022-05-14 0.787818 Grid_-120_34
469 NaN NaN \r 2022-02-27 0.743428 Grid_-120_34
470 NaN NaN \r 2022-02-27 0.920855 Grid_-120_34
484 NaN NaN \r 2022-02-11 0.900445 Grid_-120_34
507 NaN NaN \r 2022-01-17 0.773347 Grid_-120_34
... ... ... .. ... ... ...
32575 NaN NaN \r 1962-04-19 0.902170 Grid_-120_34
32577 NaN NaN \r 1962-04-15 0.797965 Grid_-120_34
32809 NaN NaN \r 1960-12-01 0.789860 Grid_-120_34
32850 NaN NaN \r 1960-08-01 0.807961 Grid_-120_34
32880 NaN NaN \r 1960-02-28 0.752114 Grid_-120_34
[275 rows x 1003 columns], 'Grid_-120_35': latitude longitude depth mag magType nst gap dmin \
394 35.108333 -119.006500 13.05 3.13 ml 71.0 30.0 0.08051
521 35.284000 -119.390667 17.73 3.92 ml 59.0 56.0 0.05348
667 35.040667 -119.083667 7.98 3.39 mw 101.0 19.0 0.01789
831 35.309667 -119.205333 24.5 3.11 ml 50.0 37.0 0.08949
1889 35.435833 -119.008333 17.99 3.19 ml 44.0 37.0 0.1018
... ... ... ... ... ... ... ... ...
32821 35.300000 -119.333333 6.0 3.80 mh NaN NaN NaN
32826 35.640000 -119.301333 6.0 3.26 ml 8.0 161.0 0.377
32827 35.613167 -119.275167 6.0 3.20 ml 8.0 192.0 0.3615
32830 35.048667 -119.249167 6.0 3.43 ml 9.0 249.0 0.3367
32831 35.074000 -119.063167 0.19 3.01 ml 7.0 154.0 0.2423
rms net ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997 \
394 0.26 ci ... NaN NaN NaN NaN
521 0.31 ci ... NaN NaN NaN NaN
667 0.3 ci ... NaN NaN NaN NaN
831 0.21 ci ... NaN NaN NaN NaN
1889 0.23 ci ... NaN NaN NaN NaN
... ... .. ... ... ... ... ...
32821 NaN ci ... NaN NaN NaN NaN
32826 0.56 ci ... NaN NaN NaN NaN
32827 0.57 ci ... NaN NaN NaN NaN
32830 0.45 ci ... NaN NaN NaN NaN
32831 0.48 ci ... NaN NaN NaN NaN
Unnamed: 998 Unnamed: 999 \r Date Energy grid_label
394 NaN NaN \r 2022-06-17 0.760689 Grid_-120_35
521 NaN NaN \r 2022-01-03 0.910728 Grid_-120_35
667 NaN NaN \r 2021-08-06 0.813887 Grid_-120_35
831 NaN NaN \r 2021-05-27 0.756415 Grid_-120_35
1889 NaN NaN \r 2020-01-29 0.773347 Grid_-120_35
... ... ... .. ... ... ...
32821 NaN NaN \r 1960-11-04 0.890001 Grid_-120_35
32826 NaN NaN \r 1960-10-18 0.787818 Grid_-120_35
32827 NaN NaN \r 1960-10-18 0.775434 Grid_-120_35
32830 NaN NaN \r 1960-10-09 0.821707 Grid_-120_35
32831 NaN NaN \r 1960-10-08 0.734627 Grid_-120_35
[177 rows x 1003 columns], 'Grid_-120_36': latitude longitude depth mag magType nst gap dmin \
3483 36.041000 -119.746500 22.46 3.48 mw 57.0 70.0 0.295
5150 36.120667 -119.998667 10.012 4.06 mw 156 32.0 0.1081
7420 36.104167 -119.834167 14.869 3.00 ml 57 116.0 0.227
9498 36.994833 -119.229833 7.55 3.30 mh NaN NaN NaN
9508 36.406667 -119.439833 7.364 3.16 ml 7 308.8 1.05
9976 36.023667 -119.826000 15.311 3.08 ml 92 44 0.2333
10266 36.015667 -119.930500 8.752 3.28 ml 43.0 195.0 0.1523
10329 36.683166 -119.433166 -0.211 3.26 ml 12.0 305.0 0.4069
10442 36.000000 -120.000000 5.435 3.30 mh 0.0 312.3 1.066
12122 36.158000 -119.742000 5.881 4.00 mh 0.0 198.5 NaN
15408 36.003000 -119.943333 13.998 4.20 md 119.0 44.0 0.1468
15445 36.020000 -119.879000 17.181 3.81 ml 0.0 168.5 0.5833
19668 36.118000 -119.991333 24.016 3.40 ml 40.0 151.0 0.1117
21141 36.076833 -119.996833 12.616 3.00 ml 41.0 166.0 0.01802
21207 36.956167 -119.622000 -0.232 3.20 ml 96.0 58.0 0.07748
21947 36.192333 -119.645000 10.12 3.08 md 80.0 70.0 0.3604
24461 36.126333 -119.946000 15.715 3.12 md 19.0 281.0 0.3441
28996 36.000167 -119.963500 13.213 4.06 md 9.0 306.0 0.3126
29695 36.143500 -119.929667 5.258 3.41 md 7.0 320.0 0.3937
29699 36.112167 -119.971333 8.448 3.91 md 10 270 0.3486
29825 36.914333 -119.661667 6 3.10 ml 2 300 1.155
29837 36.648000 -119.387000 18 4.10 mb NaN NaN NaN
29906 36.480833 -119.971333 6 3.11 ml 3 304 1.462
30244 36.755500 -119.948500 6 3.59 ml 6 282 NaN
30245 36.741667 -119.946833 6 3.22 ml 5 281 NaN
30246 36.736333 -119.971167 6 3.10 ml 4 298 NaN
30247 36.757500 -119.932167 6 3.23 ml 5 282 NaN
30248 36.772833 -119.966000 6 3.18 ml 5 283 NaN
31057 36.111167 -119.545500 6.0 3.58 ml 13.0 80.0 NaN
31917 36.023500 -119.866833 6 3.29 ml 7 266 0.8912
32043 36.587000 -119.792833 6 3.40 ml 7 251 1.172
rms net ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997 \
3483 0.12 nc ... NaN NaN NaN NaN
5150 0.25 nc ... NaN NaN NaN NaN
7420 0.18 nc ... NaN NaN NaN NaN
9498 NaN ci ... NaN NaN NaN NaN
9508 0.53 ci ... NaN NaN NaN NaN
9976 0.24 nc ... NaN NaN NaN NaN
10266 0.14 nc ... NaN NaN NaN NaN
10329 1.21 ci ... NaN NaN NaN NaN
10442 0.28 ci ... NaN NaN NaN NaN
12122 1.646 ci ... NaN NaN NaN NaN
15408 0.15 nc ... NaN NaN NaN NaN
15445 0.399 ci ... NaN NaN NaN NaN
19668 0.21 nc ... NaN NaN NaN NaN
21141 0.29 nc ... NaN NaN NaN NaN
21207 0.53 nc ... NaN NaN NaN NaN
21947 0.27 nc ... NaN NaN NaN NaN
24461 0.11 nc ... NaN NaN NaN NaN
28996 0.06 nc ... NaN NaN NaN NaN
29695 0.02 nc ... NaN NaN NaN NaN
29699 0.05 nc ... NaN NaN NaN NaN
29825 0.16 ci ... NaN NaN NaN NaN
29837 NaN us ... NaN NaN NaN NaN
29906 0.19 ci ... NaN NaN NaN NaN
30244 0.47 ci ... NaN NaN NaN NaN
30245 0.29 ci ... NaN NaN NaN NaN
30246 0.28 ci ... NaN NaN NaN NaN
30247 0.25 ci ... NaN NaN NaN NaN
30248 0.32 ci ... NaN NaN NaN NaN
31057 0.54 ci ... NaN NaN NaN NaN
31917 0.53 ci ... NaN NaN NaN NaN
32043 0.71 ci ... NaN NaN NaN NaN
Unnamed: 998 Unnamed: 999 \r Date Energy grid_label
3483 NaN NaN \r 2018-02-05 0.831355 Grid_-120_36
5150 NaN NaN \r 2012-09-07 0.934122 Grid_-120_36
7420 NaN NaN \r 2008-10-06 0.732408 Grid_-120_36
9498 NaN NaN \r 2003-07-29 0.795948 Grid_-120_36
9508 NaN NaN \r 2003-07-04 0.767048 Grid_-120_36
9976 NaN NaN \r 2002-01-27 0.749953 Grid_-120_36
10266 NaN NaN \r 2001-04-24 0.791896 Grid_-120_36
10329 NaN NaN \r 2001-02-25 0.787818 Grid_-120_36
10442 NaN NaN \r 2000-11-23 0.795948 Grid_-120_36
12122 NaN NaN \r 1998-06-21 0.924196 Grid_-120_36
15408 NaN NaN \r 1992-09-27 0.956723 Grid_-120_36
15445 NaN NaN \r 1992-09-16 0.891753 Grid_-120_36
19668 NaN NaN \r 1987-09-15 0.815850 Grid_-120_36
21141 NaN NaN \r 1985-08-09 0.732408 Grid_-120_36
21207 NaN NaN \r 1985-07-02 0.775434 Grid_-120_36
21947 NaN NaN \r 1984-04-13 0.749953 Grid_-120_36
24461 NaN NaN \r 1980-11-02 0.758555 Grid_-120_36
28996 NaN NaN \r 1975-01-24 0.934122 Grid_-120_36
29695 NaN NaN \r 1974-02-21 0.817808 Grid_-120_36
29699 NaN NaN \r 1974-02-18 0.909025 Grid_-120_36
29825 NaN NaN \r 1973-10-03 0.754268 Grid_-120_36
29837 NaN NaN \r 1973-09-15 0.940658 Grid_-120_36
29906 NaN NaN \r 1973-04-27 0.756415 Grid_-120_36
30244 NaN NaN \r 1971-08-02 0.852101 Grid_-120_36
30245 NaN NaN \r 1971-08-01 0.779588 Grid_-120_36
30246 NaN NaN \r 1971-08-01 0.754268 Grid_-120_36
30247 NaN NaN \r 1971-08-01 0.781655 Grid_-120_36
30248 NaN NaN \r 1971-08-01 0.771254 Grid_-120_36
31057 NaN NaN \r 1969-06-19 0.850242 Grid_-120_36
31917 NaN NaN \r 1965-09-06 0.793925 Grid_-120_36
32043 NaN NaN \r 1964-12-23 0.815850 Grid_-120_36
[31 rows x 1003 columns], 'Grid_-120_37': latitude longitude depth mag magType nst gap dmin rms \
1099 37.639167 -119.389833 11.81 3.40 ml 36.0 72.0 0.2466 0.06
1103 37.633667 -119.396000 8.39 3.10 md 44.0 60.0 0.2514 0.17
1515 37.083167 -119.268833 44.62 3.16 ml 33.0 96.0 0.2433 0.13
1927 37.369667 -119.977333 18.36 3.04 ml 63.0 53.0 0.1926 0.26
3353 37.409833 -119.605333 43.4 3.06 ml 31.0 158.0 0.1107 0.12
... ... ... ... ... ... ... ... ... ...
27408 37.395333 -119.905167 14.931 3.10 md 7.0 176.0 0.4333 0.29
30643 37.380500 -119.996833 6 3.70 ml 11 133 NaN 0.52
30697 37.821500 -119.002167 0.01 3.12 ml 6 228 NaN 0.52
31798 37.059500 -119.797667 6 3.13 ml 4 288 1.254 0.29
32368 37.672000 -119.010000 6 3.82 ml 5 299 0.8755 0.2
net ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997 \
1099 nc ... NaN NaN NaN NaN
1103 nc ... NaN NaN NaN NaN
1515 nc ... NaN NaN NaN NaN
1927 nc ... NaN NaN NaN NaN
3353 nc ... NaN NaN NaN NaN
... .. ... ... ... ... ...
27408 nc ... NaN NaN NaN NaN
30643 ci ... NaN NaN NaN NaN
30697 ci ... NaN NaN NaN NaN
31798 ci ... NaN NaN NaN NaN
32368 ci ... NaN NaN NaN NaN
Unnamed: 998 Unnamed: 999 \r Date Energy grid_label
1099 NaN NaN \r 2020-11-04 0.815850 Grid_-120_37
1103 NaN NaN \r 2020-10-30 0.754268 Grid_-120_37
1515 NaN NaN \r 2020-05-22 0.767048 Grid_-120_37
1927 NaN NaN \r 2019-12-13 0.741238 Grid_-120_37
3353 NaN NaN \r 2018-10-22 0.745610 Grid_-120_37
... ... ... .. ... ... ...
27408 NaN NaN \r 1977-03-11 0.754268 Grid_-120_37
30643 NaN NaN \r 1971-02-01 0.872222 Grid_-120_37
30697 NaN NaN \r 1970-10-08 0.758555 Grid_-120_37
31798 NaN NaN \r 1966-05-27 0.760689 Grid_-120_37
32368 NaN NaN \r 1963-05-03 0.893500 Grid_-120_37
[75 rows x 1003 columns], 'Grid_-120_38': latitude longitude depth mag magType nst gap dmin rms \
279 38.511167 -119.518500 4.48 3.09 ml 24.0 83.0 0.03055 0.07
282 38.518167 -119.520667 4.61 3.23 ml 22.0 96.0 0.03226 0.05
287 38.547167 -119.534000 4.12 3.05 ml 24.0 64.0 0.04026 0.08
300 38.549833 -119.441167 7.27 3.54 ml 30.0 50.0 0.04552 0.07
323 38.523333 -119.505000 5.3 3.65 mw 31.0 47.0 0.02161 0.1
... ... ... ... ... ... ... ... ... ...
28788 38.553000 -119.707000 2.0 3.20 ml NaN NaN NaN NaN
29472 38.765000 -119.670000 5.0 3.70 ml NaN NaN NaN NaN
31980 38.581333 -119.034167 6 4.16 ml 8 319 1.652 1.18
31981 38.490000 -119.105167 6 4.48 ml 6 319 1.592 0.41
32579 38.222000 -119.455000 6 5.10 ml NaN NaN NaN NaN
net ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997 \
279 nc ... NaN NaN NaN NaN
282 nc ... NaN NaN NaN NaN
287 nc ... NaN NaN NaN NaN
300 nc ... NaN NaN NaN NaN
323 nc ... NaN NaN NaN NaN
... ... ... ... ... ... ...
28788 us ... NaN NaN NaN NaN
29472 us ... NaN NaN NaN NaN
31980 ci ... NaN NaN NaN NaN
31981 ci ... NaN NaN NaN NaN
32579 ushis ... NaN NaN NaN NaN
Unnamed: 998 Unnamed: 999 \r Date Energy grid_label
279 NaN NaN \r 2022-11-12 0.752114 Grid_-120_38
282 NaN NaN \r 2022-11-07 0.781655 Grid_-120_38
287 NaN NaN \r 2022-10-26 0.743428 Grid_-120_38
300 NaN NaN \r 2022-10-12 0.842751 Grid_-120_38
323 NaN NaN \r 2022-09-16 0.863151 Grid_-120_38
... ... ... .. ... ... ...
28788 NaN NaN \r 1975-05-05 0.775434 Grid_-120_38
29472 NaN NaN \r 1974-07-06 0.872222 Grid_-120_38
31980 NaN NaN \r 1965-06-03 0.950343 Grid_-120_38
31981 NaN NaN \r 1965-06-03 0.999749 Grid_-120_38
32579 NaN NaN \r 1962-04-13 1.086160 Grid_-120_38
[561 rows x 1003 columns], 'Grid_-121_33': latitude longitude depth mag magType nst gap dmin \
5668 33.942167 -120.622333 5.225 3.25 ml 12 274.0 NaN
5697 33.939833 -120.595333 10.167 3.37 ml 11 276.0 NaN
5698 33.958000 -120.575667 1.627 3.48 ml 11 273.0 0.2028
6111 33.879333 -120.551333 2.605 3.05 ml 9 276.0 0.6729
6186 33.768500 -120.263000 5.476 3.01 ml 9 273.0 0.5693
6190 33.782500 -120.276000 8.532 3.40 ml 12 272.0 0.5739
6882 33.937167 -120.418333 5.405 3.44 ml 9 265.0 0.6179
8674 33.659667 -120.026500 5.574 3.80 ml 23 203.0 0.4672
8675 33.657000 -120.033333 5.574 3.95 ml 28 204.0 0.4731
10072 33.996333 -120.069500 6.407 3.25 ml 16 185.3 0.3615
17916 33.900000 -120.150000 5.317 3.51 ml 0.0 225.3 NaN
17918 33.889000 -120.162000 5.317 3.43 ml 0.0 194.6 NaN
17997 33.476000 -120.208000 5.685 3.04 mc 0.0 233.5 NaN
18668 33.685000 -120.084000 5.144 3.24 mc 0.0 209.6 NaN
20924 33.431000 -120.248000 5.828 3.01 mc 0.0 247.2 NaN
22032 33.865000 -120.307000 5.595 3.22 mc 0.0 0.0 NaN
22431 33.821500 -120.443833 5.525 3.49 ml 18.0 259.0 NaN
22854 33.808167 -120.406000 5.399 3.21 ml 15 258 NaN
22959 33.539333 -120.035833 5.587 3.84 ml 70 239 NaN
22960 33.544000 -120.063000 5.587 3.48 ml 53 185 NaN
26816 33.745833 -120.132500 6.0 3.16 ml 16.0 226.0 0.483
27425 33.723500 -120.026500 6.0 3.08 ml 12.0 30.0 NaN
28097 33.677000 -120.128000 6.0 3.40 ml 0.0 262.0 0.8355
30262 33.786833 -120.335500 6 3.06 ml 7 303 NaN
30313 33.680333 -120.094667 6 3.74 ml 11 255 NaN
30755 33.677500 -120.194167 6.0 3.02 ml 7.0 298.0 0.859
30985 33.596000 -120.197500 6.0 3.19 ml 8.0 277.0 0.9331
32584 33.825000 -120.305833 6 3.37 ml 9 246 0.7858
rms net ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997 \
5668 0.22 ci ... NaN NaN NaN NaN
5697 0.24 ci ... NaN NaN NaN NaN
5698 0.18 ci ... NaN NaN NaN NaN
6111 0.22 ci ... NaN NaN NaN NaN
6186 0.24 ci ... NaN NaN NaN NaN
6190 0.16 ci ... NaN NaN NaN NaN
6882 0.29 ci ... NaN NaN NaN NaN
8674 0.45 ci ... NaN NaN NaN NaN
8675 0.48 ci ... NaN NaN NaN NaN
10072 0.28 ci ... NaN NaN NaN NaN
17916 0.323 ci ... NaN NaN NaN NaN
17918 0.312 ci ... NaN NaN NaN NaN
17997 0.475 ci ... NaN NaN NaN NaN
18668 0.125 ci ... NaN NaN NaN NaN
20924 0.444 ci ... NaN NaN NaN NaN
22032 0.311 ci ... NaN NaN NaN NaN
22431 0.36 ci ... NaN NaN NaN NaN
22854 0.36 ci ... NaN NaN NaN NaN
22959 0.29 ci ... NaN NaN NaN NaN
22960 0.35 ci ... NaN NaN NaN NaN
26816 0.49 ci ... NaN NaN NaN NaN
27425 0.44 ci ... NaN NaN NaN NaN
28097 0.176 ci ... NaN NaN NaN NaN
30262 0.56 ci ... NaN NaN NaN NaN
30313 0.34 ci ... NaN NaN NaN NaN
30755 0.61 ci ... NaN NaN NaN NaN
30985 0.4 ci ... NaN NaN NaN NaN
32584 0.58 ci ... NaN NaN NaN NaN
Unnamed: 998 Unnamed: 999 \r Date Energy grid_label
5668 NaN NaN \r 2011-02-09 0.785770 Grid_-121_33
5697 NaN NaN \r 2011-01-11 0.809942 Grid_-121_33
5698 NaN NaN \r 2011-01-11 0.831355 Grid_-121_33
6111 NaN NaN \r 2010-05-21 0.743428 Grid_-121_33
6186 NaN NaN \r 2010-05-05 0.734627 Grid_-121_33
6190 NaN NaN \r 2010-05-04 0.815850 Grid_-121_33
6882 NaN NaN \r 2010-03-26 0.823648 Grid_-121_33
8674 NaN NaN \r 2005-04-21 0.890001 Grid_-121_33
8675 NaN NaN \r 2005-04-21 0.915810 Grid_-121_33
10072 NaN NaN \r 2001-10-09 0.785770 Grid_-121_33
17916 NaN NaN \r 1990-07-13 0.837077 Grid_-121_33
17918 NaN NaN \r 1990-07-13 0.821707 Grid_-121_33
17997 NaN NaN \r 1990-05-02 0.741238 Grid_-121_33
18668 NaN NaN \r 1989-04-18 0.783716 Grid_-121_33
20924 NaN NaN \r 1986-02-26 0.734627 Grid_-121_33
22032 NaN NaN \r 1984-02-07 0.779588 Grid_-121_33
22431 NaN NaN \r 1983-06-28 0.833268 Grid_-121_33
22854 NaN NaN \r 1983-03-31 0.777514 Grid_-121_33
22959 NaN NaN \r 1983-01-12 0.896982 Grid_-121_33
22960 NaN NaN \r 1983-01-12 0.831355 Grid_-121_33
26816 NaN NaN \r 1978-07-03 0.767048 Grid_-121_33
27425 NaN NaN \r 1977-02-28 0.749953 Grid_-121_33
28097 NaN NaN \r 1975-12-21 0.815850 Grid_-121_33
30262 NaN NaN \r 1971-07-13 0.745610 Grid_-121_33
30313 NaN NaN \r 1971-04-27 0.879390 Grid_-121_33
30755 NaN NaN \r 1970-06-20 0.736838 Grid_-121_33
30985 NaN NaN \r 1969-09-29 0.773347 Grid_-121_33
32584 NaN NaN \r 1962-04-03 0.809942 Grid_-121_33
[28 rows x 1003 columns], 'Grid_-121_34': latitude longitude depth mag magType nst gap dmin rms \
1095 34.407500 -120.004833 0.9 3.25 ml 41.0 86.0 0.1219 0.24
1224 34.564000 -120.062000 12.76 3.90 ml 56.0 103.0 0.04358 0.27
3310 34.851000 -120.396333 1.42 3.23 ml 41.0 91.0 0.08524 0.2
3496 34.420000 -120.001500 2.26 3.78 mw 46.0 74.0 0.1315 0.24
3545 34.421333 -120.678500 4.35 4.33 mw 47.0 218.0 0.1958 0.25
... ... ... ... ... ... ... ... ... ...
31994 34.814167 -120.494000 6 3.70 ml 9 257 0.7426 0.57
32137 34.646000 -120.461000 6 3.29 ml 7 292 0.649 0.8
32318 34.999000 -120.715833 6 3.46 ml 6 304 0.8593 0.67
32322 34.823500 -120.558667 6 3.37 ml 9 294 0.7936 0.59
32628 34.983667 -120.935333 6 3.59 ml 8 313 1.033 0.55
net ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997 \
1095 ci ... NaN NaN NaN NaN
1224 ci ... NaN NaN NaN NaN
3310 ci ... NaN NaN NaN NaN
3496 ci ... NaN NaN NaN NaN
3545 ci ... NaN NaN NaN NaN
... .. ... ... ... ... ...
31994 ci ... NaN NaN NaN NaN
32137 ci ... NaN NaN NaN NaN
32318 ci ... NaN NaN NaN NaN
32322 ci ... NaN NaN NaN NaN
32628 ci ... NaN NaN NaN NaN
Unnamed: 998 Unnamed: 999 \r Date Energy grid_label
1095 NaN NaN \r 2020-11-10 0.785770 Grid_-121_34
1224 NaN NaN \r 2020-09-06 0.907318 Grid_-121_34
3310 NaN NaN \r 2018-12-23 0.781655 Grid_-121_34
3496 NaN NaN \r 2018-01-07 0.886483 Grid_-121_34
3545 NaN NaN \r 2017-10-26 0.977045 Grid_-121_34
... ... ... .. ... ... ...
31994 NaN NaN \r 1965-04-24 0.872222 Grid_-121_34
32137 NaN NaN \r 1964-06-20 0.793925 Grid_-121_34
32318 NaN NaN \r 1963-07-06 0.827512 Grid_-121_34
32322 NaN NaN \r 1963-07-04 0.809942 Grid_-121_34
32628 NaN NaN \r 1962-01-31 0.852101 Grid_-121_34
[123 rows x 1003 columns], 'Grid_-121_35': latitude longitude depth mag magType nst gap dmin \
270 35.935667 -120.012667 9.46 3.98 mw 66.0 75.0 0.08222
390 35.972333 -120.526667 10.72 3.35 mw 65.0 57.0 0.0127
523 35.899500 -120.441000 5.65 3.29 ml 59.0 53.0 0.01418
568 35.944500 -120.490500 9.79 3.17 ml 71.0 62.0 0.01278
604 35.759333 -120.310000 3.76 3.24 ml 63.0 74.0 0.002239
... ... ... ... ... ... ... ... ...
32238 35.989500 -120.256333 6 3.22 ml 7 299 0.7812
32627 35.027000 -120.955333 6 4.43 ml 10 261 1.035
32637 35.970000 -120.470167 6 3.95 ml 12 297 0.8718
32734 35.880167 -120.347000 6 4.64 ml 12 291 0.7382
32780 35.245167 -120.855500 6.0 3.05 ml 8.0 278.0 0.9114
rms net ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997 \
270 0.16 nc ... NaN NaN NaN NaN
390 0.08 nc ... NaN NaN NaN NaN
523 0.1 nc ... NaN NaN NaN NaN
568 0.11 nc ... NaN NaN NaN NaN
604 0.08 nc ... NaN NaN NaN NaN
... ... .. ... ... ... ... ...
32238 0.53 ci ... NaN NaN NaN NaN
32627 0.53 ci ... NaN NaN NaN NaN
32637 0.51 ci ... NaN NaN NaN NaN
32734 0.57 ci ... NaN NaN NaN NaN
32780 0.56 ci ... NaN NaN NaN NaN
Unnamed: 998 Unnamed: 999 \r Date Energy grid_label
270 NaN NaN \r 2022-12-06 0.920855 Grid_-121_35
390 NaN NaN \r 2022-06-24 0.805974 Grid_-121_35
523 NaN NaN \r 2022-01-01 0.793925 Grid_-121_35
568 NaN NaN \r 2021-11-15 0.769154 Grid_-121_35
604 NaN NaN \r 2021-09-28 0.783716 Grid_-121_35
... ... ... .. ... ... ...
32238 NaN NaN \r 1963-11-01 0.779588 Grid_-121_35
32627 NaN NaN \r 1962-02-01 0.992266 Grid_-121_35
32637 NaN NaN \r 1961-12-14 0.915810 Grid_-121_35
32734 NaN NaN \r 1961-07-31 1.023143 Grid_-121_35
32780 NaN NaN \r 1961-02-23 0.743428 Grid_-121_35
[477 rows x 1003 columns], 'Grid_-121_36': latitude longitude depth mag magType nst gap dmin \
357 36.074333 -120.163000 7.88 3.37 ml 50.0 104.0 0.1212
409 36.238333 -120.810833 6.67 3.02 ml 81.0 110.0 0.02368
454 36.483000 -120.905500 17.94 3.28 ml 89.0 50.0 0.05348
587 36.185833 -120.309167 10.36 3.44 mw 45.0 107.0 0.06493
622 36.296500 -120.592667 16.6 3.79 mw 135.0 26.0 0.1868
... ... ... ... ... ... ... ... ...
32639 36.679000 -120.312000 6 3.52 ml 8 275 1.425
32737 36.354167 -120.301500 6 3.70 ml 7 270 1.12
32764 36.069167 -120.370333 6 3.59 ml 10 258 0.8985
32800 36.033167 -120.041667 6.0 3.19 ml 6.0 253.0 0.745
32873 36.430000 -120.752667 6.0 3.80 ml 6.0 297.0 1.709
rms net ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997 \
357 0.09 nc ... NaN NaN NaN NaN
409 0.12 nc ... NaN NaN NaN NaN
454 0.19 nc ... NaN NaN NaN NaN
587 0.08 nc ... NaN NaN NaN NaN
622 0.2 nc ... NaN NaN NaN NaN
... ... .. ... ... ... ... ...
32639 0.7 ci ... NaN NaN NaN NaN
32737 0.5 ci ... NaN NaN NaN NaN
32764 0.38 ci ... NaN NaN NaN NaN
32800 0.51 ci ... NaN NaN NaN NaN
32873 0.51 ci ... NaN NaN NaN NaN
Unnamed: 998 Unnamed: 999 \r Date Energy grid_label
357 NaN NaN \r 2022-07-23 0.809942 Grid_-121_36
409 NaN NaN \r 2022-05-28 0.736838 Grid_-121_36
454 NaN NaN \r 2022-03-18 0.791896 Grid_-121_36
587 NaN NaN \r 2021-10-18 0.823648 Grid_-121_36
622 NaN NaN \r 2021-09-14 0.888244 Grid_-121_36
... ... ... .. ... ... ...
32639 NaN NaN \r 1961-12-12 0.838974 Grid_-121_36
32737 NaN NaN \r 1961-07-22 0.872222 Grid_-121_36
32764 NaN NaN \r 1961-04-08 0.852101 Grid_-121_36
32800 NaN NaN \r 1961-01-06 0.773347 Grid_-121_36
32873 NaN NaN \r 1960-04-02 0.890001 Grid_-121_36
[1224 rows x 1003 columns], 'Grid_-121_37': latitude longitude depth mag magType nst gap dmin \
303 37.327833 -120.041167 19.55 3.01 ml 90.0 43.0 0.1424
749 37.051667 -120.874667 5.75 3.74 mw 71.0 82.0 0.07613
7521 37.391833 -120.041000 18.295 3.03 ml 105 45.0 0.1703
11779 37.258500 -120.575333 2.082 3.94 md 8.0 161.0 0.6829
12400 37.297667 -120.194333 4.548 3.64 md 7.0 218.0 1.055
19699 37.416667 -120.027333 2.517 3.22 md 8.0 243.0 0.8378
25073 37.708833 -120.282333 4.635 3.14 md 19.0 140.0 0.07117
25800 37.133667 -120.201667 33.079 3.57 md 12.0 336.0 0.7162
26212 37.736167 -120.589000 17.301 3.76 md 4.0 234.0 0.164
26280 37.355500 -120.004333 21.505 3.10 ml 15.0 209.0 0.1126
27289 37.961000 -120.555667 1.232 3.21 md 6.0 159.0 0.06216
27292 37.971667 -120.561000 2.882 3.02 md 5.0 215.0 0.06216
27293 37.935167 -120.552167 0.882 3.19 md 5.0 180.0 0.03784
27335 37.267333 -120.055833 6.0 3.43 ml 2.0 335.0 1.787
27369 37.934333 -120.550833 -0.051 3.17 md 9.0 113.0 0.01802
27390 37.954500 -120.547000 0.169 3.43 md 11.0 115.0 0.02072
27401 37.964000 -120.548167 -0.341 3.22 md 10.0 139.0 0.02883
27411 37.955500 -120.541500 0.169 3.38 md 9.0 110.0 0.01892
27419 37.954167 -120.557167 -0.281 3.22 md 5.0 200.0 0.02703
27436 37.956667 -120.545500 0.609 3.64 md 9.0 135.0 0.02162
27437 37.955333 -120.550833 0.739 3.33 md 10.0 140.0 0.02342
27451 37.959833 -120.555333 -0.039 3.24 md 9.0 200.0 0.02973
27460 37.383333 -120.080500 30.078 3.06 md 10.0 101.0 0.118
27466 37.967000 -120.552333 -0.072 3.39 md 9.0 116.0 0.03333
27493 37.970333 -120.552167 0.278 3.48 md 8.0 120.0 0.03604
27497 37.961500 -120.550667 0.408 3.34 md 9.0 89.0 0.02793
27521 37.962500 -120.549667 0.458 3.03 md 10.0 88.0 0.02883
27552 37.494000 -120.013833 32.801 3.04 md 8.0 151.0 0.00991
27752 37.932667 -120.549500 0.18 3.60 md 7.0 164.0 0.01712
27754 37.933333 -120.552500 -0.25 3.13 md 7.0 105.0 0.01892
27756 37.952833 -120.553833 0.715 3.60 md 8.0 142.0 0.02432
27930 37.291000 -120.007000 6.0 3.13 ml 0.0 316.6 1.439
28407 37.419833 -120.019500 0.853 4.20 ml 13.0 260.0 0.6234
28663 37.000000 -120.412667 2.336 3.86 md 18.0 219.0 0.3649
28690 37.186167 -120.948333 -0.081 4.10 ml 50.0 70.0 0.1577
28710 37.185667 -120.955333 -0.142 3.79 md 53.0 74.0 0.1532
28751 37.194000 -120.967667 1.168 4.34 md 54.0 72.0 0.1523
28763 37.195167 -120.960833 0.055 3.10 ml 62.0 120.0 0.1568
29383 37.304333 -120.919333 0.08 3.15 md 51.0 140.0 0.2505
29386 37.299500 -120.900667 -0.03 3.30 ml 80.0 82.0 0.2532
29388 37.304333 -120.900167 0.077 3.28 md 34.0 149.0 0.2577
29389 37.309833 -120.924833 0.09 3.78 md 48.0 140.0 0.2532
29392 37.302167 -120.904000 -0.109 3.10 ml 55.0 142.0 0.2541
29393 37.305833 -120.910833 0.011 3.79 md 54.0 142.0 0.255
29397 37.303500 -120.905833 -0.1 3.47 md 51.0 142.0 0.255
29402 37.147667 -120.343833 0.367 3.56 md 13.0 327.0 0.4901
32393 37.595833 -120.185667 6 3.59 ml 6 318 2.292
rms net ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997 \
303 0.18 nc ... NaN NaN NaN NaN
749 0.2 nc ... NaN NaN NaN NaN
7521 0.35 nc ... NaN NaN NaN NaN
11779 0.5 nc ... NaN NaN NaN NaN
12400 0.06 nc ... NaN NaN NaN NaN
19699 1.61 nc ... NaN NaN NaN NaN
25073 27.05 nc ... NaN NaN NaN NaN
25800 0.19 nc ... NaN NaN NaN NaN
26212 0.01 nc ... NaN NaN NaN NaN
26280 0.08 nc ... NaN NaN NaN NaN
27289 0.03 nc ... NaN NaN NaN NaN
27292 0.05 nc ... NaN NaN NaN NaN
27293 0.08 nc ... NaN NaN NaN NaN
27335 0.01 ci ... NaN NaN NaN NaN
27369 0.11 nc ... NaN NaN NaN NaN
27390 0.1 nc ... NaN NaN NaN NaN
27401 0.07 nc ... NaN NaN NaN NaN
27411 0.16 nc ... NaN NaN NaN NaN
27419 0.09 nc ... NaN NaN NaN NaN
27436 0.09 nc ... NaN NaN NaN NaN
27437 0.1 nc ... NaN NaN NaN NaN
27451 0.07 nc ... NaN NaN NaN NaN
27460 0.16 nc ... NaN NaN NaN NaN
27466 0.06 nc ... NaN NaN NaN NaN
27493 0.12 nc ... NaN NaN NaN NaN
27497 0.13 nc ... NaN NaN NaN NaN
27521 0.1 nc ... NaN NaN NaN NaN
27552 0.26 nc ... NaN NaN NaN NaN
27752 0.09 nc ... NaN NaN NaN NaN
27754 0.09 nc ... NaN NaN NaN NaN
27756 0.11 nc ... NaN NaN NaN NaN
27930 0.242 ci ... NaN NaN NaN NaN
28407 0.16 nc ... NaN NaN NaN NaN
28663 0.09 nc ... NaN NaN NaN NaN
28690 0.15 nc ... NaN NaN NaN NaN
28710 0.17 nc ... NaN NaN NaN NaN
28751 0.22 nc ... NaN NaN NaN NaN
28763 0.23 nc ... NaN NaN NaN NaN
29383 0.16 nc ... NaN NaN NaN NaN
29386 0.15 nc ... NaN NaN NaN NaN
29388 0.21 nc ... NaN NaN NaN NaN
29389 0.09 nc ... NaN NaN NaN NaN
29392 0.21 nc ... NaN NaN NaN NaN
29393 0.16 nc ... NaN NaN NaN NaN
29397 0.19 nc ... NaN NaN NaN NaN
29402 0.15 nc ... NaN NaN NaN NaN
32393 0.29 ci ... NaN NaN NaN NaN
Unnamed: 998 Unnamed: 999 \r Date Energy grid_label
303 NaN NaN \r 2022-10-05 0.734627 Grid_-121_37
749 NaN NaN \r 2021-07-03 0.879390 Grid_-121_37
7521 NaN NaN \r 2008-05-10 0.739042 Grid_-121_37
11779 NaN NaN \r 1999-03-14 0.914120 Grid_-121_37
12400 NaN NaN \r 1997-12-06 0.861322 Grid_-121_37
19699 NaN NaN \r 1987-08-23 0.779588 Grid_-121_37
25073 NaN NaN \r 1980-05-30 0.762815 Grid_-121_37
25800 NaN NaN \r 1979-11-13 0.848377 Grid_-121_37
26212 NaN NaN \r 1979-08-06 0.882946 Grid_-121_37
26280 NaN NaN \r 1979-06-17 0.754268 Grid_-121_37
27289 NaN NaN \r 1977-07-06 0.777514 Grid_-121_37
27292 NaN NaN \r 1977-07-01 0.736838 Grid_-121_37
27293 NaN NaN \r 1977-07-01 0.773347 Grid_-121_37
27335 NaN NaN \r 1977-05-15 0.821707 Grid_-121_37
27369 NaN NaN \r 1977-04-05 0.769154 Grid_-121_37
27390 NaN NaN \r 1977-03-25 0.821707 Grid_-121_37
27401 NaN NaN \r 1977-03-15 0.779588 Grid_-121_37
27411 NaN NaN \r 1977-03-07 0.811917 Grid_-121_37
27419 NaN NaN \r 1977-03-04 0.779588 Grid_-121_37
27436 NaN NaN \r 1977-02-18 0.861322 Grid_-121_37
27437 NaN NaN \r 1977-02-18 0.801982 Grid_-121_37
27451 NaN NaN \r 1977-02-11 0.783716 Grid_-121_37
27460 NaN NaN \r 1977-02-07 0.745610 Grid_-121_37
27466 NaN NaN \r 1977-01-29 0.813887 Grid_-121_37
27493 NaN NaN \r 1977-01-14 0.831355 Grid_-121_37
27497 NaN NaN \r 1977-01-14 0.803981 Grid_-121_37
27521 NaN NaN \r 1977-01-05 0.739042 Grid_-121_37
27552 NaN NaN \r 1976-12-14 0.741238 Grid_-121_37
27752 NaN NaN \r 1976-08-14 0.853956 Grid_-121_37
27754 NaN NaN \r 1976-08-13 0.760689 Grid_-121_37
27756 NaN NaN \r 1976-08-13 0.853956 Grid_-121_37
27930 NaN NaN \r 1976-04-05 0.760689 Grid_-121_37
28407 NaN NaN \r 1975-08-10 0.956723 Grid_-121_37
28663 NaN NaN \r 1975-06-27 0.900445 Grid_-121_37
28690 NaN NaN \r 1975-06-18 0.940658 Grid_-121_37
28710 NaN NaN \r 1975-06-11 0.888244 Grid_-121_37
28751 NaN NaN \r 1975-05-25 0.978583 Grid_-121_37
28763 NaN NaN \r 1975-05-19 0.754268 Grid_-121_37
29383 NaN NaN \r 1974-08-14 0.764935 Grid_-121_37
29386 NaN NaN \r 1974-08-14 0.795948 Grid_-121_37
29388 NaN NaN \r 1974-08-14 0.791896 Grid_-121_37
29389 NaN NaN \r 1974-08-14 0.886483 Grid_-121_37
29392 NaN NaN \r 1974-08-13 0.754268 Grid_-121_37
29393 NaN NaN \r 1974-08-13 0.888244 Grid_-121_37
29397 NaN NaN \r 1974-08-13 0.829436 Grid_-121_37
29402 NaN NaN \r 1974-08-09 0.846507 Grid_-121_37
32393 NaN NaN \r 1963-03-12 0.852101 Grid_-121_37
[47 rows x 1003 columns], 'Grid_-121_38': latitude longitude depth mag magType nst gap dmin \
13807 38.801500 -120.262500 4.618 3.04 md 5.0 317.0 0.4117
13845 38.748667 -120.206667 4.595 3.02 md 5.0 324.0 0.4315
13861 38.744333 -120.112667 4.603 3.14 md 8.0 321.0 0.5009
13931 38.825000 -120.085667 -0.487 3.16 md 20.0 296.0 0.4694
13949 38.665000 -120.028500 23.159 3.01 md 8.0 267.0 0.5532
13957 38.830500 -120.103333 1.816 3.31 md 6.0 327.0 0.455
13962 38.656833 -120.090667 34.095 3.85 md 8.0 295.0 0.5036
14669 38.786333 -120.053000 11.844 3.17 md 28 219 0.4964
17614 38.626000 -120.173667 5.962 3.20 ml 40.0 166.0 0.4369
17841 38.185500 -120.376500 31.151 3.14 md 31.0 117.0 0.127
25265 38.051333 -120.702667 4.693 3.29 md 7.0 188.0 0.1559
25650 38.000000 -121.000000 6.0 3.33 ml 16.0 315.0 2.691
26123 38.195167 -120.129167 3.01 3.14 ml 6.0 334.0 NaN
27501 38.111333 -120.403500 1.807 3.01 md 8.0 139.0 0.1252
rms net ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997 \
13807 0.05 nc ... NaN NaN NaN NaN
13845 0.11 nc ... NaN NaN NaN NaN
13861 0.07 nc ... NaN NaN NaN NaN
13931 0.33 nc ... NaN NaN NaN NaN
13949 0.05 nc ... NaN NaN NaN NaN
13957 0.11 nc ... NaN NaN NaN NaN
13962 0.5 nc ... NaN NaN NaN NaN
14669 0.07 nc ... NaN NaN NaN NaN
17614 0.11 nc ... NaN NaN NaN NaN
17841 0.23 nc ... NaN NaN NaN NaN
25265 33.66 nc ... NaN NaN NaN NaN
25650 4.2 ci ... NaN NaN NaN NaN
26123 3.89 ci ... NaN NaN NaN NaN
27501 0.1 nc ... NaN NaN NaN NaN
Unnamed: 998 Unnamed: 999 \r Date Energy grid_label
13807 NaN NaN \r 1994-10-08 0.741238 Grid_-121_38
13845 NaN NaN \r 1994-09-21 0.736838 Grid_-121_38
13861 NaN NaN \r 1994-09-20 0.762815 Grid_-121_38
13931 NaN NaN \r 1994-09-13 0.767048 Grid_-121_38
13949 NaN NaN \r 1994-09-12 0.734627 Grid_-121_38
13957 NaN NaN \r 1994-09-12 0.797965 Grid_-121_38
13962 NaN NaN \r 1994-09-12 0.898715 Grid_-121_38
14669 NaN NaN \r 1993-12-05 0.769154 Grid_-121_38
17614 NaN NaN \r 1991-03-27 0.775434 Grid_-121_38
17841 NaN NaN \r 1990-09-18 0.762815 Grid_-121_38
25265 NaN NaN \r 1980-05-26 0.793925 Grid_-121_38
25650 NaN NaN \r 1980-01-27 0.801982 Grid_-121_38
26123 NaN NaN \r 1979-10-07 0.762815 Grid_-121_38
27501 NaN NaN \r 1977-01-13 0.734627 Grid_-121_38
[14 rows x 1003 columns], 'Grid_-122_33': latitude longitude depth mag magType nst gap dmin rms net ... \
32408 33.936667 -121.498333 6 3.7 mh NaN NaN NaN NaN ci ...
Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997 Unnamed: 998 \
32408 NaN NaN NaN NaN NaN
Unnamed: 999 \r Date Energy grid_label
32408 NaN \r 1963-01-29 0.872222 Grid_-122_33
[1 rows x 1003 columns], 'Grid_-122_34': latitude longitude depth mag magType nst gap dmin rms \
7274 34.702333 -121.355667 2.645 3.43 ml 86 247.0 0.636 0.29
8016 34.660000 -121.506000 5.0 4.00 mb 14 217.4 NaN NaN
8109 34.753167 -121.433833 25.182 3.02 md 34 263.0 0.6694 0.29
9649 34.799167 -121.075833 2.185 3.27 md 45 267 0.3883 0.14
10069 34.811000 -121.497833 15.724 3.54 md 62 246 0.673 0.23
... ... ... ... ... ... .. ... ... ...
32597 34.492667 -121.378000 6 4.00 mh 10 306 1.375 0.88
32598 34.474167 -121.814833 6 4.20 mh 9 311 1.735 2.86
32600 34.542500 -121.979167 6 3.60 mh 8 298 1.873 0.58
32603 34.555667 -121.436667 6 4.50 mh 9 307 2.412 0.5
32626 34.962833 -121.154167 6 3.85 ml 12 267 1.21 0.75
net ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997 \
7274 nc ... NaN NaN NaN NaN
8016 us ... NaN NaN NaN NaN
8109 nc ... NaN NaN NaN NaN
9649 nc ... NaN NaN NaN NaN
10069 nc ... NaN NaN NaN NaN
... .. ... ... ... ... ...
32597 ci ... NaN NaN NaN NaN
32598 ci ... NaN NaN NaN NaN
32600 ci ... NaN NaN NaN NaN
32603 ci ... NaN NaN NaN NaN
32626 ci ... NaN NaN NaN NaN
Unnamed: 998 Unnamed: 999 \r Date Energy grid_label
7274 NaN NaN \r 2009-02-22 0.821707 Grid_-122_34
8016 NaN NaN \r 2007-04-18 0.924196 Grid_-122_34
8109 NaN NaN \r 2006-12-26 0.736838 Grid_-122_34
9649 NaN NaN \r 2003-01-30 0.789860 Grid_-122_34
10069 NaN NaN \r 2001-10-12 0.842751 Grid_-122_34
... ... ... .. ... ... ...
32597 NaN NaN \r 1962-03-10 0.924196 Grid_-122_34
32598 NaN NaN \r 1962-03-10 0.956723 Grid_-122_34
32600 NaN NaN \r 1962-03-06 0.853956 Grid_-122_34
32603 NaN NaN \r 1962-03-05 1.002718 Grid_-122_34
32626 NaN NaN \r 1962-02-01 0.898715 Grid_-122_34
[100 rows x 1003 columns], 'Grid_-122_35': latitude longitude depth mag magType nst gap dmin rms \
477 35.698667 -121.125500 6.6 3.30 ml 59.0 105.0 0.02816 0.09
578 35.768833 -121.303833 6.46 3.53 ml 103.0 178.0 0.2105 0.09
579 35.775833 -121.304333 7.79 4.65 mw 67.0 172.0 0.2092 0.07
914 35.838500 -121.455833 8.2 3.16 ml 100.0 182.0 0.1979 0.13
915 35.842167 -121.453167 8.85 3.73 mw 123.0 183.0 0.1987 0.1
... ... ... ... ... ... ... ... ... ...
31009 35.262167 -121.402833 6.0 3.70 ml 10.0 254.0 NaN 0.69
31059 35.225167 -121.188833 6.0 3.69 ml 11.0 311.0 1.214 0.54
31189 35.774333 -121.311333 6.0 3.54 ml 5.0 313.0 1.655 0.81
31788 35.174167 -121.779333 6 4.49 ml 5 324 1.85 0.69
32899 35.556333 -121.351000 6.0 4.04 ml 9.0 293.0 1.331 0.65
net ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997 \
477 nc ... NaN NaN NaN NaN
578 nc ... NaN NaN NaN NaN
579 nc ... NaN NaN NaN NaN
914 nc ... NaN NaN NaN NaN
915 nc ... NaN NaN NaN NaN
... .. ... ... ... ... ...
31009 ci ... NaN NaN NaN NaN
31059 ci ... NaN NaN NaN NaN
31189 ci ... NaN NaN NaN NaN
31788 ci ... NaN NaN NaN NaN
32899 ci ... NaN NaN NaN NaN
Unnamed: 998 Unnamed: 999 \r Date Energy grid_label
477 NaN NaN \r 2022-02-16 0.795948 Grid_-122_35
578 NaN NaN \r 2021-10-25 0.840865 Grid_-122_35
579 NaN NaN \r 2021-10-25 1.024578 Grid_-122_35
914 NaN NaN \r 2021-02-28 0.767048 Grid_-122_35
915 NaN NaN \r 2021-02-28 0.877605 Grid_-122_35
... ... ... .. ... ... ...
31009 NaN NaN \r 1969-09-06 0.872222 Grid_-122_35
31059 NaN NaN \r 1969-06-15 0.870418 Grid_-122_35
31189 NaN NaN \r 1968-11-10 0.842751 Grid_-122_35
31788 NaN NaN \r 1966-06-21 1.001235 Grid_-122_35
32899 NaN NaN \r 1960-01-02 0.930830 Grid_-122_35
[353 rows x 1003 columns], 'Grid_-122_36': latitude longitude depth mag magType nst gap dmin rms \
263 36.604667 -121.209333 8.88 3.28 ml 67.0 55.0 0.03812 0.09
319 36.729667 -121.345333 7.74 3.26 ml 78.0 53.0 0.02218 0.19
324 36.944333 -121.035833 6.42 3.25 ml 85.0 48.0 0.0849 0.15
329 36.636500 -121.258167 9.53 3.24 ml 78.0 54.0 0.05216 0.12
332 36.568833 -121.130833 9.91 3.47 mw 83.0 66.0 0.04402 0.15
... ... ... ... ... ... ... ... ... ...
32362 36.601667 -121.927333 6 3.89 ml 8 313 2.179 0.65
32690 36.514000 -121.891667 6 3.52 ml 8 300 2.106 0.71
32762 36.683000 -121.300000 NaN 5.50 ml NaN NaN NaN NaN
32763 36.732000 -121.222000 12 5.88 mw NaN NaN NaN NaN
32893 36.783000 -121.433000 NaN 5.00 ml NaN NaN NaN NaN
net ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997 \
263 nc ... NaN NaN NaN NaN
319 nc ... NaN NaN NaN NaN
324 nc ... NaN NaN NaN NaN
329 nc ... NaN NaN NaN NaN
332 nc ... NaN NaN NaN NaN
... ... ... ... ... ... ...
32362 ci ... NaN NaN NaN NaN
32690 ci ... NaN NaN NaN NaN
32762 ushis ... NaN NaN NaN NaN
32763 iscgem ... NaN NaN NaN NaN
32893 ushis ... NaN NaN NaN NaN
Unnamed: 998 Unnamed: 999 \r Date Energy grid_label
263 NaN NaN \r 2022-12-13 0.791896 Grid_-122_36
319 NaN NaN \r 2022-09-19 0.787818 Grid_-122_36
324 NaN NaN \r 2022-09-15 0.785770 Grid_-122_36
329 NaN NaN \r 2022-09-11 0.783716 Grid_-122_36
332 NaN NaN \r 2022-09-04 0.829436 Grid_-122_36
... ... ... .. ... ... ...
32362 NaN NaN \r 1963-05-06 0.905606 Grid_-122_36
32690 NaN NaN \r 1961-09-23 0.838974 Grid_-122_36
32762 NaN NaN \r 1961-04-09 1.136499 Grid_-122_36
32763 NaN NaN \r 1961-04-09 1.181038 Grid_-122_36
32893 NaN NaN \r 1960-01-20 1.072959 Grid_-122_36
[2036 rows x 1003 columns], 'Grid_-122_37': latitude longitude depth mag magType nst gap dmin rms \
271 37.325833 -121.687667 8.21 3.59 mw 205.0 26.0 0.0252 0.12
288 37.310667 -121.675167 8.05 3.54 mw 124.0 28.0 0.04039 0.08
289 37.311500 -121.672000 8.38 5.06 mw 199.0 28.0 0.03815 0.1
310 37.500000 -121.620667 7.61 3.35 mw 116.0 53.0 0.0341 0.11
331 37.312167 -121.678167 7.77 3.36 ml 145.0 28.0 0.04087 0.11
... ... ... ... ... ... ... ... ... ...
29969 37.000000 -121.500000 6 3.51 mh 3 320 2.76 0.73
30758 37.802000 -121.933000 9.0 4.60 mb NaN NaN NaN NaN
31545 37.230000 -121.620000 8.0 4.90 ml NaN NaN NaN NaN
31557 37.035000 -121.777000 8.0 4.32 mw NaN NaN NaN NaN
32067 37.055000 -121.692000 NaN 5.20 mb NaN NaN NaN NaN
net ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997 \
271 nc ... NaN NaN NaN NaN
288 nc ... NaN NaN NaN NaN
289 nc ... NaN NaN NaN NaN
310 nc ... NaN NaN NaN NaN
331 nc ... NaN NaN NaN NaN
... ... ... ... ... ... ...
29969 ci ... NaN NaN NaN NaN
30758 ushis ... NaN NaN NaN NaN
31545 ushis ... NaN NaN NaN NaN
31557 ushis ... NaN NaN NaN NaN
32067 ushis ... NaN NaN NaN NaN
Unnamed: 998 Unnamed: 999 \r Date Energy grid_label
271 NaN NaN \r 2022-12-05 0.852101 Grid_-122_37
288 NaN NaN \r 2022-10-25 0.842751 Grid_-122_37
289 NaN NaN \r 2022-10-25 1.080911 Grid_-122_37
310 NaN NaN \r 2022-09-28 0.805974 Grid_-122_37
331 NaN NaN \r 2022-09-04 0.807961 Grid_-122_37
... ... ... .. ... ... ...
29969 NaN NaN \r 1973-01-20 0.837077 Grid_-122_37
30758 NaN NaN \r 1970-06-12 1.017371 Grid_-122_37
31545 NaN NaN \r 1967-09-28 1.059490 Grid_-122_37
31557 NaN NaN \r 1967-09-07 0.975504 Grid_-122_37
32067 NaN NaN \r 1964-11-16 1.099106 Grid_-122_37
[860 rows x 1003 columns], 'Grid_-122_38': latitude longitude depth mag magType nst gap dmin \
3780 38.638667 -121.871833 15.63 3.03 ml 90.0 57.0 0.1306
9797 38.737833 -121.647333 20.907 3.26 md 44 59 0.2
9809 38.741333 -121.644333 18.713 3.07 md 52 75 0.2117
9848 38.223833 -121.837500 17.43 3.60 mw 167 45 0.07477
11751 38.092000 -121.883833 20.145 3.19 md 72.0 58.0 0.08919
12763 38.156333 -121.938167 21.375 3.38 md 71.0 54.0 0.1072
12766 38.150833 -121.930000 21.385 3.65 md 70.0 72.0 0.1009
12769 38.151833 -121.934000 21.465 3.46 md 68.0 57.0 0.1036
12770 38.151000 -121.932833 21.675 3.60 md 70.0 65.0 0.1036
12772 38.155500 -121.935167 21.645 3.38 md 67.0 89.0 0.1045
12773 38.157833 -121.927167 21.605 3.41 md 67.0 90.0 0.0982
12774 38.151000 -121.930667 21.425 3.70 mw 70.0 57.0 0.1018
12775 38.149833 -121.931500 21.455 3.48 md 66.0 86.0 0.1018
12776 38.149833 -121.927333 21.145 3.33 md 72.0 65.0 0.0991
12777 38.150000 -121.933500 21.335 3.57 md 70.0 65.0 0.1036
12778 38.150667 -121.928667 21.365 3.35 md 64.0 86.0 0.1
13027 38.115500 -121.860000 20.965 3.22 md 81.0 90.0 0.05946
15309 38.076167 -121.858000 17.735 3.26 md 62 61 0.09009
15527 38.132833 -121.912500 20.005 3.34 md 58.0 81.0 0.09009
18499 38.164000 -121.925167 15.273 3.20 ml 154.0 24.0 0.2514
18500 38.141000 -121.931500 17.323 3.00 ml 128.0 35.0 0.2288
18597 38.058833 -121.856333 19.845 4.30 ml 68.0 61.0 0.1045
19114 38.123500 -121.877667 20.885 3.20 md 59.0 60.0 0.06667
20231 38.235333 -121.419167 4.958 3.24 md 5.0 347.0 0.6568
22468 38.136500 -121.864667 17.497 3.10 md 110.0 47.0 0.05225
22476 38.035833 -121.869333 16.917 3.50 ml 43.0 100.0 0.1045
23396 38.931000 -121.210167 8.319 3.43 md 30 52 0.04505
23716 38.030500 -121.873167 15.266 3.10 md 46.0 97.0 0.1018
24903 38.251167 -121.956333 12.146 3.01 md 24.0 176.0 0.155
26681 38.642667 -121.895833 12.143 3.32 md 108.0 46.0 0.236
26683 38.630500 -121.902667 10.303 4.20 ml 129.0 45.0 0.2324
26705 38.661667 -121.880833 7.588 3.23 md 27.0 147.0 0.2459
27309 38.727167 -121.331500 4.817 3.00 ml 2.0 317.0 0.1297
27311 38.146333 -121.895667 19.696 3.60 ml 57.0 58.0 0.07387
27322 38.148833 -121.897333 20.376 3.05 md 53.0 58.0 0.07477
27323 38.147167 -121.897167 20.206 3.80 ml 60.0 58.0 0.07568
27326 38.146667 -121.888000 19.846 3.09 md 47.0 77.0 0.06847
27342 38.147167 -121.892667 20.166 3.30 ml 61.0 70.0 0.07207
27344 38.148667 -121.892000 20.336 3.20 ml 47.0 74.0 0.07117
27598 38.201833 -121.844500 19.421 3.24 md 62.0 80.0 0.05766
27725 38.086667 -121.855167 19.196 3.15 md 35.0 114.0 0.07928
27798 38.070000 -121.870000 4.796 3.40 ml 30.0 105.0 0.1
27894 38.107167 -121.873667 20.277 3.40 ml 26.0 124.0 0.07387
28318 38.854333 -121.847833 8.649 3.00 ml 14.0 188.0 0.6279
28695 38.043000 -121.862167 17.857 3.50 ml 43.0 107.0 0.1045
29636 38.617500 -121.923833 14.873 3.60 md 10.0 263.0 0.2315
31914 38.010000 -121.823000 NaN 4.90 mb NaN NaN NaN
rms net ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997 \
3780 0.28 nc ... NaN NaN NaN NaN
9797 0.19 nc ... NaN NaN NaN NaN
9809 0.22 nc ... NaN NaN NaN NaN
9848 0.28 nc ... NaN NaN NaN NaN
11751 0.13 nc ... NaN NaN NaN NaN
12763 0.1 nc ... NaN NaN NaN NaN
12766 0.07 nc ... NaN NaN NaN NaN
12769 0.08 nc ... NaN NaN NaN NaN
12770 0.08 nc ... NaN NaN NaN NaN
12772 0.08 nc ... NaN NaN NaN NaN
12773 0.08 nc ... NaN NaN NaN NaN
12774 0.08 nc ... NaN NaN NaN NaN
12775 0.08 nc ... NaN NaN NaN NaN
12776 0.1 nc ... NaN NaN NaN NaN
12777 0.09 nc ... NaN NaN NaN NaN
12778 0.06 nc ... NaN NaN NaN NaN
13027 0.12 nc ... NaN NaN NaN NaN
15309 0.1 nc ... NaN NaN NaN NaN
15527 0.08 nc ... NaN NaN NaN NaN
18499 0.37 nc ... NaN NaN NaN NaN
18500 0.28 nc ... NaN NaN NaN NaN
18597 0.12 nc ... NaN NaN NaN NaN
19114 0.15 nc ... NaN NaN NaN NaN
20231 0.44 nc ... NaN NaN NaN NaN
22468 0.27 nc ... NaN NaN NaN NaN
22476 0.11 nc ... NaN NaN NaN NaN
23396 0.14 nc ... NaN NaN NaN NaN
23716 0.18 nc ... NaN NaN NaN NaN
24903 0.18 nc ... NaN NaN NaN NaN
26681 0.29 nc ... NaN NaN NaN NaN
26683 0.19 nc ... NaN NaN NaN NaN
26705 0.13 nc ... NaN NaN NaN NaN
27309 0.09 nc ... NaN NaN NaN NaN
27311 0.11 nc ... NaN NaN NaN NaN
27322 0.15 nc ... NaN NaN NaN NaN
27323 0.14 nc ... NaN NaN NaN NaN
27326 0.13 nc ... NaN NaN NaN NaN
27342 0.11 nc ... NaN NaN NaN NaN
27344 0.1 nc ... NaN NaN NaN NaN
27598 0.25 nc ... NaN NaN NaN NaN
27725 0.22 nc ... NaN NaN NaN NaN
27798 0.48 nc ... NaN NaN NaN NaN
27894 0.08 nc ... NaN NaN NaN NaN
28318 0.31 nc ... NaN NaN NaN NaN
28695 0.14 nc ... NaN NaN NaN NaN
29636 0.2 nc ... NaN NaN NaN NaN
31914 NaN ushis ... NaN NaN NaN NaN
Unnamed: 998 Unnamed: 999 \r Date Energy grid_label
3780 NaN NaN \r 2016-12-15 0.739042 Grid_-122_38
9797 NaN NaN \r 2002-07-18 0.787818 Grid_-122_38
9809 NaN NaN \r 2002-06-29 0.747785 Grid_-122_38
9848 NaN NaN \r 2002-05-08 0.853956 Grid_-122_38
11751 NaN NaN \r 1999-04-04 0.773347 Grid_-122_38
12763 NaN NaN \r 1997-04-01 0.811917 Grid_-122_38
12766 NaN NaN \r 1997-04-01 0.863151 Grid_-122_38
12769 NaN NaN \r 1997-03-27 0.827512 Grid_-122_38
12770 NaN NaN \r 1997-03-27 0.853956 Grid_-122_38
12772 NaN NaN \r 1997-03-27 0.811917 Grid_-122_38
12773 NaN NaN \r 1997-03-27 0.817808 Grid_-122_38
12774 NaN NaN \r 1997-03-27 0.872222 Grid_-122_38
12775 NaN NaN \r 1997-03-27 0.831355 Grid_-122_38
12776 NaN NaN \r 1997-03-27 0.801982 Grid_-122_38
12777 NaN NaN \r 1997-03-27 0.848377 Grid_-122_38
12778 NaN NaN \r 1997-03-27 0.805974 Grid_-122_38
13027 NaN NaN \r 1996-07-15 0.779588 Grid_-122_38
15309 NaN NaN \r 1992-11-23 0.787818 Grid_-122_38
15527 NaN NaN \r 1992-08-20 0.803981 Grid_-122_38
18499 NaN NaN \r 1989-10-01 0.775434 Grid_-122_38
18500 NaN NaN \r 1989-10-01 0.732408 Grid_-122_38
18597 NaN NaN \r 1989-06-22 0.972410 Grid_-122_38
19114 NaN NaN \r 1988-06-20 0.775434 Grid_-122_38
20231 NaN NaN \r 1986-08-28 0.783716 Grid_-122_38
22468 NaN NaN \r 1983-06-09 0.754268 Grid_-122_38
22476 NaN NaN \r 1983-06-05 0.835175 Grid_-122_38
23396 NaN NaN \r 1982-06-15 0.821707 Grid_-122_38
23716 NaN NaN \r 1981-11-02 0.754268 Grid_-122_38
24903 NaN NaN \r 1980-06-12 0.734627 Grid_-122_38
26681 NaN NaN \r 1978-09-09 0.799977 Grid_-122_38
26683 NaN NaN \r 1978-09-08 0.956723 Grid_-122_38
26705 NaN NaN \r 1978-08-28 0.781655 Grid_-122_38
27309 NaN NaN \r 1977-06-17 0.732408 Grid_-122_38
27311 NaN NaN \r 1977-06-17 0.853956 Grid_-122_38
27322 NaN NaN \r 1977-06-04 0.743428 Grid_-122_38
27323 NaN NaN \r 1977-06-04 0.890001 Grid_-122_38
27326 NaN NaN \r 1977-05-31 0.752114 Grid_-122_38
27342 NaN NaN \r 1977-05-05 0.795948 Grid_-122_38
27344 NaN NaN \r 1977-05-04 0.775434 Grid_-122_38
27598 NaN NaN \r 1976-11-15 0.783716 Grid_-122_38
27725 NaN NaN \r 1976-08-23 0.764935 Grid_-122_38
27798 NaN NaN \r 1976-07-13 0.815850 Grid_-122_38
27894 NaN NaN \r 1976-05-03 0.815850 Grid_-122_38
28318 NaN NaN \r 1975-09-04 0.732408 Grid_-122_38
28695 NaN NaN \r 1975-06-17 0.835175 Grid_-122_38
29636 NaN NaN \r 1974-03-26 0.853956 Grid_-122_38
31914 NaN NaN \r 1965-09-10 1.059490 Grid_-122_38
[47 rows x 1003 columns], 'Grid_-123_36': latitude longitude depth mag magType nst gap dmin \
8670 36.873833 -122.121833 14.101 3.25 ml 108 183.0 0.2063
13684 36.801833 -122.084167 10.626 3.50 mw 109.0 177.0 0.2009
17484 36.990833 -122.232833 12.398 3.40 ml 88.0 190.0 0.1468
18159 36.868500 -122.165333 8.126 3.00 ml 98.0 184.0 0.1622
24216 36.914000 -122.186167 8.82 3.00 ml 67.0 183.0 0.1405
24475 36.991167 -122.225667 12.5 3.50 ml 67.0 181.0 0.1423
25731 36.986833 -122.231500 13.757 3.80 ml 57.0 228.0 0.1468
26453 36.947500 -122.783333 6.0 3.91 ml 8.0 324.0 2.736
26817 36.898667 -122.169500 10.578 4.20 ml 112.0 181.0 0.1405
28080 36.839667 -122.125833 9.707 3.20 ml 73.0 199.0 0.1964
30319 36.800000 -122.183000 8 4.80 mb NaN NaN NaN
30348 36.800000 -122.145000 8 4.80 mb NaN NaN NaN
30737 36.647000 -122.185000 8.0 4.50 mb NaN NaN NaN
rms net ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997 \
8670 0.23 nc ... NaN NaN NaN NaN
13684 0.14 nc ... NaN NaN NaN NaN
17484 0.12 nc ... NaN NaN NaN NaN
18159 0.13 nc ... NaN NaN NaN NaN
24216 0.11 nc ... NaN NaN NaN NaN
24475 0.1 nc ... NaN NaN NaN NaN
25731 0.12 nc ... NaN NaN NaN NaN
26453 1.7 ci ... NaN NaN NaN NaN
26817 0.15 nc ... NaN NaN NaN NaN
28080 0.13 nc ... NaN NaN NaN NaN
30319 NaN ushis ... NaN NaN NaN NaN
30348 NaN ushis ... NaN NaN NaN NaN
30737 NaN ushis ... NaN NaN NaN NaN
Unnamed: 998 Unnamed: 999 \r Date Energy grid_label
8670 NaN NaN \r 2005-04-27 0.785770 Grid_-123_36
13684 NaN NaN \r 1995-01-12 0.835175 Grid_-123_36
17484 NaN NaN \r 1991-08-09 0.815850 Grid_-123_36
18159 NaN NaN \r 1990-02-03 0.732408 Grid_-123_36
24216 NaN NaN \r 1981-02-21 0.732408 Grid_-123_36
24475 NaN NaN \r 1980-10-25 0.835175 Grid_-123_36
25731 NaN NaN \r 1979-12-24 0.890001 Grid_-123_36
26453 NaN NaN \r 1979-02-12 0.909025 Grid_-123_36
26817 NaN NaN \r 1978-07-02 0.956723 Grid_-123_36
28080 NaN NaN \r 1975-12-28 0.775434 Grid_-123_36
30319 NaN NaN \r 1971-04-16 1.045744 Grid_-123_36
30348 NaN NaN \r 1971-03-09 1.045744 Grid_-123_36
30737 NaN NaN \r 1970-08-04 1.002718 Grid_-123_36
[13 rows x 1003 columns], 'Grid_-123_37': latitude longitude depth mag magType nst gap dmin \
246 37.620167 -122.025000 3.82 3.34 mw 141.0 16.0 NaN
262 37.918167 -122.304000 5.48 3.57 mw 170.0 19.0 0.01598
482 37.739500 -122.147833 3.84 3.24 mw 146.0 21.0 0.02732
486 37.728167 -122.135667 4.28 3.09 ml 165.0 14.0 0.01909
599 37.750167 -122.157500 6.2 3.35 mw 227.0 12.0 0.01162
... ... ... ... ... ... ... ... ...
29658 37.336500 -122.250000 10.315 3.60 ml 44.0 66.0 0.04054
29804 37.198000 -122.007000 17 4.20 mb NaN NaN NaN
30843 37.298000 -122.088000 NaN 4.00 mb NaN NaN NaN
32331 37.975000 -122.048000 NaN 3.90 ml NaN NaN NaN
32356 37.272000 -122.318000 NaN 4.60 ml NaN NaN NaN
rms net ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997 \
246 0.16 nc ... NaN NaN NaN NaN
262 0.15 nc ... NaN NaN NaN NaN
482 0.13 nc ... NaN NaN NaN NaN
486 0.16 nc ... NaN NaN NaN NaN
599 0.12 nc ... NaN NaN NaN NaN
... ... ... ... ... ... ... ...
29658 0.08 nc ... NaN NaN NaN NaN
29804 NaN us ... NaN NaN NaN NaN
30843 NaN ushis ... NaN NaN NaN NaN
32331 NaN ushis ... NaN NaN NaN NaN
32356 NaN ushis ... NaN NaN NaN NaN
Unnamed: 998 Unnamed: 999 \r Date Energy grid_label
246 NaN NaN \r 2022-12-22 0.803981 Grid_-123_37
262 NaN NaN \r 2022-12-17 0.848377 Grid_-123_37
482 NaN NaN \r 2022-02-12 0.783716 Grid_-123_37
486 NaN NaN \r 2022-02-07 0.752114 Grid_-123_37
599 NaN NaN \r 2021-10-02 0.805974 Grid_-123_37
... ... ... .. ... ... ...
29658 NaN NaN \r 1974-03-12 0.853956 Grid_-123_37
29804 NaN NaN \r 1973-11-12 0.956723 Grid_-123_37
30843 NaN NaN \r 1970-01-03 0.924196 Grid_-123_37
32331 NaN NaN \r 1963-06-07 0.907318 Grid_-123_37
32356 NaN NaN \r 1963-05-22 1.017371 Grid_-123_37
[254 rows x 1003 columns], 'Grid_-123_38': latitude longitude depth mag magType nst gap dmin rms \
284 38.833167 -122.796167 2.47 3.19 ml 90.0 22.0 0.006934 0.05
294 38.816000 -122.810833 1.68 3.22 ml 88.0 20.0 0.007408 0.06
295 38.817667 -122.807833 2.43 3.27 ml 90.0 19.0 0.005982 0.05
296 38.812167 -122.815167 3.26 3.33 ml 89.0 26.0 0.01143 0.05
297 38.765000 -122.714333 1.69 3.14 ml 91.0 23.0 0.008906 0.06
... ... ... ... ... ... ... ... ... ...
29796 38.790000 -122.788000 2 3.50 ml NaN NaN NaN NaN
29834 38.600000 -122.152000 2 4.20 mb NaN NaN NaN NaN
30981 38.321000 -122.826000 15.0 5.30 mw NaN NaN NaN NaN
30983 38.315000 -122.807000 15.0 5.26 mw NaN NaN NaN NaN
31368 38.477000 -122.725000 8.0 4.60 mb NaN NaN NaN NaN
net ... Unnamed: 994 Unnamed: 995 Unnamed: 996 Unnamed: 997 \
284 nc ... NaN NaN NaN NaN
294 nc ... NaN NaN NaN NaN
295 nc ... NaN NaN NaN NaN
296 nc ... NaN NaN NaN NaN
297 nc ... NaN NaN NaN NaN
... ... ... ... ... ... ...
29796 us ... NaN NaN NaN NaN
29834 us ... NaN NaN NaN NaN
30981 iscgemsup ... NaN NaN NaN NaN
30983 iscgem ... NaN NaN NaN NaN
31368 ushis ... NaN NaN NaN NaN
Unnamed: 998 Unnamed: 999 \r Date Energy grid_label
284 NaN NaN \r 2022-11-04 0.773347 Grid_-123_38
294 NaN NaN \r 2022-10-20 0.779588 Grid_-123_38
295 NaN NaN \r 2022-10-19 0.789860 Grid_-123_38
296 NaN NaN \r 2022-10-19 0.801982 Grid_-123_38
297 NaN NaN \r 2022-10-15 0.762815 Grid_-123_38
... ... ... .. ... ... ...
29796 NaN NaN \r 1973-11-28 0.835175 Grid_-123_38
29834 NaN NaN \r 1973-09-17 0.956723 Grid_-123_38
30981 NaN NaN \r 1969-10-02 1.111805 Grid_-123_38
30983 NaN NaN \r 1969-10-02 1.106754 Grid_-123_38
31368 NaN NaN \r 1968-04-25 1.017371 Grid_-123_38
[1006 rows x 1003 columns]}
62
fig = go.Figure()
# Create a color map for unique colors for each grid
colors = px.colors.qualitative.Pastel
# Iterate through the grid_dataframes and add scatter plots to the figure
for i, (label, grid_df) in enumerate(grid_etas.items()):
color = colors[i % len(colors)] # Cycle through the color map
scatter = px.scatter(grid_df, x='X', y='Y', color_discrete_sequence=[color])
fig.add_trace(scatter.data[0]) # Add the trace to the main figure
# Display the combined figure
fig.update_layout(title='Earthquake Grids (ETAS)')
fig.update_layout(width=600, height=600)
fig.show()
fig = go.Figure()
# Create a color map for unique colors for each grid
colors = px.colors.qualitative.Pastel
# Iterate through the grid_dataframes and add scatter plots to the figure
for i, (label, grid_df) in enumerate(grid_usgs.items()):
color = colors[i % len(colors)] # Cycle through the color map
scatter = px.scatter(grid_df, x='longitude', y='latitude', color_discrete_sequence=[color])
fig.add_trace(scatter.data[0]) # Add the trace to the main figure
# Display the combined figure
fig.update_layout(title='Earthquake Grids (USGS)')
fig.update_layout(width=600, height=600)
fig.show()
Observations - ETAS has more grids with higher magnitude earthquakes
for i, (label, grid_df) in enumerate(grid_etas.items()):
pass
#param implement energy plotting for the grids here. grid_df is an individual df
#inside the larger usgs/etas dataframes. The grid sizes are defined above and can
#be changed
# for i, (label, grid_df) in enumerate(grid_usgs.items()):
# pass